{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from osgeo import gdal\n",
    "import sys\n",
    "import numpy as np\n",
    "import os\n",
    "\n",
    "# 给栅格最外圈加一圈\n",
    "def assignBCs(elevGrid):\n",
    "    ny, nx = elevGrid.shape\n",
    "    Zbc = np.zeros((ny + 2, nx + 2))\n",
    "    Zbc[1:-1, 1:-1] = elevGrid\n",
    " \n",
    "    Zbc[0, 1:-1] = elevGrid[0, :]\n",
    "    Zbc[-1, 1:-1] = elevGrid[-1, :]\n",
    "    Zbc[1:-1, 0] = elevGrid[:, 0]\n",
    "    Zbc[1:-1, -1] = elevGrid[:, -1]\n",
    " \n",
    "    Zbc[0, 0] = elevGrid[0, 0]\n",
    "    Zbc[0, -1] = elevGrid[0, -1]\n",
    "    Zbc[-1, 0] = elevGrid[-1, 0]\n",
    "    Zbc[-1, -1] = elevGrid[-1, 0]\n",
    " \n",
    "    return Zbc\n",
    "\n",
    "# 计算dx,dy\n",
    "def calcFiniteSlopes(elevGrid, dx):\n",
    "    Zbc = assignBCs(elevGrid)\n",
    " \n",
    "    Sx = (Zbc[1:-1, :-2] - Zbc[1:-1, 2:]) / (2 * dx)  # WE方向\n",
    "    Sy = (Zbc[2:, 1:-1] - Zbc[:-2, 1:-1]) / (2 * dx)  # NS方向\n",
    " \n",
    "    return Sx, Sy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from osgeo import gdal\n",
    "import sys\n",
    "import numpy as np\n",
    "import os\n",
    "import math\n",
    "from tqdm import tqdm\n",
    "\n",
    "# 给栅格最外圈加一圈\n",
    "def assignBCs(elevGrid):\n",
    "    ny, nx = elevGrid.shape\n",
    "    Zbc = np.zeros((ny + 2, nx + 2))\n",
    "    Zbc[1:-1, 1:-1] = elevGrid\n",
    " \n",
    "    Zbc[0, 1:-1] = elevGrid[0, :]\n",
    "    Zbc[-1, 1:-1] = elevGrid[-1, :]\n",
    "    Zbc[1:-1, 0] = elevGrid[:, 0]\n",
    "    Zbc[1:-1, -1] = elevGrid[:, -1]\n",
    " \n",
    "    Zbc[0, 0] = elevGrid[0, 0]\n",
    "    Zbc[0, -1] = elevGrid[0, -1]\n",
    "    Zbc[-1, 0] = elevGrid[-1, 0]\n",
    "    Zbc[-1, -1] = elevGrid[-1, 0]\n",
    " \n",
    "    return Zbc\n",
    "\n",
    "# 计算dx,dy\n",
    "def calcFiniteSlopes(elevGrid, dx):\n",
    "    Zbc = assignBCs(elevGrid)\n",
    " \n",
    "    Sx = (Zbc[1:-1, :-2] - Zbc[1:-1, 2:]) / (2 * dx)  # WE方向\n",
    "    Sy = (Zbc[2:, 1:-1] - Zbc[:-2, 1:-1]) / (2 * dx)  # NS方向\n",
    " \n",
    "    return Sx, Sy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "if __name__ == '__main__':\n",
    "    DEMFilename = './使用数据/ASTGTM_N31E113C.img'\n",
    "    slopeFilename = './输出数据/slope_prj.tif'\n",
    " \n",
    "    gdal.AllRegister()\n",
    " \n",
    "    data = gdal.Open(DEMFilename, gdal.GA_ReadOnly)\n",
    "    if data is None:\n",
    "        print('Cannot open this file:' + DEMFilename)\n",
    "        sys.exit(1)\n",
    " \n",
    "    dx = 30  # 分辨率\n",
    "  \n",
    "    gridNew = data.ReadAsArray().astype(np.float16)\n",
    " \n",
    "    Sx, Sy = calcFiniteSlopes(gridNew, dx)\n",
    "    # 坡度计算\n",
    "    slope = np.arctan(np.sqrt(Sx ** 2 + Sy ** 2)) * 57.29578\n",
    "    \n",
    "    driver = gdal.GetDriverByName('GTiff')\n",
    "    if os.path.exists(slopeFilename):\n",
    "        os.remove(slopeFilename)\n",
    "    srs1 = data.GetProjection()\n",
    "    geo1 = data.GetGeoTransform()\n",
    "    ds1 = driver.Create(slopeFilename, slope.shape[1], slope.shape[0], 1, gdal.GDT_Float32)\n",
    "    ds1.SetProjection(srs1)\n",
    "    ds1.SetGeoTransform(geo1)\n",
    "    band = ds1.GetRasterBand(1)\n",
    "    band.WriteArray(slope, 0, 0)\n",
    "    \n",
    "    del ds1\n",
    "    data = None\n",
    "    projData = None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████████| 3770/3770 [01:18<00:00, 48.19it/s]\n"
     ]
    }
   ],
   "source": [
    "if __name__ == '__main__':\n",
    "    DEMFilename = './使用数据/ASTGTM_N31E113C.img'\n",
    "    aspectFilename = './输出数据/aspect_prj.tif'\n",
    " \n",
    "    gdal.AllRegister()\n",
    " \n",
    "    data = gdal.Open(DEMFilename, gdal.GA_ReadOnly)\n",
    "    if data is None:\n",
    "        print('Cannot open this file:' + DEMFilename)\n",
    "        sys.exit(1)\n",
    " \n",
    "    dx = 30  # 分辨率\n",
    "  \n",
    "    gridNew = data.ReadAsArray().astype(np.float16)\n",
    " \n",
    "    Sx, Sy = calcFiniteSlopes(gridNew, dx)\n",
    "    \n",
    "    aspect = np.ones([Sx.shape[0], Sx.shape[1]]).astype(np.float32)\n",
    "    for i in tqdm(range(Sx.shape[0])):\n",
    "        for j in range(Sy.shape[1]):\n",
    "            sx = float(Sx[i, j])\n",
    "            sy = float(Sy[i, j])\n",
    "            if (sx == 0.0) & (sy == 0.0):\n",
    "                aspect[i, j] = -1\n",
    "            elif sx == 0.0:\n",
    "                if sy > 0.0:\n",
    "                    aspect[i, j] = 0.0\n",
    "                else:\n",
    "                    aspect[i, j] = 180.0\n",
    "            elif sy == 0.0:\n",
    "                if sx > 0.0:\n",
    "                    aspect[i, j] = 90.0\n",
    "                else:\n",
    "                    aspect[i, j] = 270.0\n",
    "            else:\n",
    "                aspect[i, j] = float(math.atan2(sy, sx) * 57.29578)\n",
    "                if aspect[i, j] < 0.0:\n",
    "                    aspect[i, j] = 90.0 - aspect[i, j]\n",
    "                elif aspect[i, j] > 90.0:\n",
    "                    aspect[i, j] = 360.0 - aspect[i, j] + 90.0\n",
    "                else:\n",
    "                    aspect[i, j] = 90.0 - aspect[i, j]\n",
    "                    \n",
    "    # 输出坡度坡向文件\n",
    "    driver = gdal.GetDriverByName('GTiff')\n",
    "\n",
    "    if os.path.exists(aspectFilename):\n",
    "        os.remove(aspectFilename)\n",
    "    srs2 = data.GetProjection()\n",
    "    geo2 = data.GetGeoTransform()\n",
    "    ds2 = driver.Create(aspectFilename, aspect.shape[1], aspect.shape[0], 1, gdal.GDT_Float32)\n",
    "    ds2.SetProjection(srs2)\n",
    "    ds2.SetGeoTransform(geo2)\n",
    "    band = ds2.GetRasterBand(1)\n",
    "    band.WriteArray(aspect, 0, 0)\n",
    " \n",
    "    del ds2\n",
    "    data = None\n",
    "    projData = None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x28b0bb1d828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "a = np.percentile(slope,98)\n",
    "b = np.percentile(slope,2)\n",
    "slope[slope>a]=a\n",
    "slope[slope<b]=b\n",
    "plt.axis('off')\n",
    "plt.imshow(slope)\n",
    "plt.savefig(r'F:\\python林业资源\\出图/坡度.png',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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6c+rXROwKMR++9juVc1yRSFVsW7OO9RvGM/6dc3SZ3YR8qoIHFVE0xrnx46r1LH/jdUyxMqpHeVAy0xWHQYt6Qg05K7sxZsZFPn37FOvvDOKv5khc9hj/bbxP+fTF5f8dXTw2GVRhEhO234rK6MRhNOHmYuGwMR7dngy+GjAKSWwkY7V3UKdkIjLJ8bgpIqs8CG1eA34ZWlp9RaiMTgy7NRjuO2gdm0CkuorDxngK1valoq8Zr/SO0uZpzT0A2txEPGz1pCJZRHJiDmcm9mbO0FQurO6LU+PgkdEAgP+3Mvr4l6AdXoXr6TwazSq059V4HTDjv/N+xz05QDC00+xQ0nluCYbcNvYXdMfh48aVyhB81l6h1V9NbbwLKk0bmq/Laf+0gcDPr/Cc+01y5+qxD+6JcPUu8iYbzcd9aPaT/r0nj5h6g/nnXwag8oU2GtcH0eYmwuONYsydXQkYn0OYTy3SFgGnzk7zIz0/vPcdIZ9nERJaQ6NdTeG1QGZ9epCoxTlEa6rwvFBB6WQ/DNIWvNMb2RBwmupnZQwIfYj2QT2R2+r5bdcGmnZpCT5i5OT+vlx4EEGbTYossomm7j5EetUAMO7kVeqGBFMbr+Sn6F0kxDzkwa0garuqUFWL8LoopT5WYMtTO9jaswe5X/nQ4hR4sLkrJ+J2kvehuiPjecl5Y+1BbDoFM/wvYmpRc8zYjZsVAUgqFEgtTsrqXFFXCTjkYjQ/mogLL+PRfV/uV3hjsctwCgINUQKKBgG7WoQgBktyDLoHjaSu68/Whi5cN4cw1nANhUnAe2sWm5a+gHmrFGmLnWdOzkPsgGBFHXs+G8mVNX1w23MdRaPAqD/fpdVbhrpfHR43RZS9GMLHG39iRvBFKpJF7LqVwMgN76HNVhBuqPvHunhsBPrVlJ1YvBQsW72NphNhLApLpaKvmdaxCVgjfbH6a5lfNJ6+tzvqevfrJrbG76JonDu1Vg2i7o0Is2oxTW4mfMk91CmZrDg5Bi+FGd/ojiAqH+YOwNiUeQA0BzmZ73P67z3egxlu3G32R1dkRSR3YC3RUr4wjLLBatLSY6nM9cIZ6k/4F1a8L5m4croLxVt9AQj/oRg/7wZ+2T4CfDyR17bAdT0FC2U0PnTjk8IbVCSLaHu6iQt9tnL7ehj1J/zI+7E3C49NZm7/MxROEiH192PitpO0BAjoC9sp+yAJ27BeALzY6yqVuV68F59K2bMOAg6V45yjQ3vfRNmBWPLLvHDPseB6U45fmsDEM7PRnddTnebPX3OTeOvZU8QoyinZGcKBR9148KUbxV8r+WnTswBYBQf7b5+kaFkUuQt0lD7jzrSnJjMzJA1Rg5nWYDsRU29gLdFiLdEisTrJr/NgceAJfi5Owhwo4tC8lVxojaD4+84YIkwIYtAOr8IttxmA+bdfJPa8maB9Egafmg+CiNE5kwn3raFxjQ3twWv8WpHA4Z0bUYva8P/AjmmsnLZWGXa9g/IBMuS5agInFVIfKeHajXDU0nY+GnIY/Wk1NoeEpG2LELzasLmIiJ6Ui81FjMVTysv7TnPui7VcqOvMaMNN9tb1ReSE6jf7YHUTUZ7rTek7DuRGCXHTs1l+81lqe4qQNzmpfqMXjeFiBvXIpamTmMH+eez6fDXPT7uAp6SF5ScmIG8U80nCMdp6tCByQkWz/h/r4rER6PJ1U9BllbKyaCRui6SkN4fT97YNbVo+hS+LKR8gY23IATJn9ADg/nsuTDk8m4Rn79K4PoiA8TlUVLvSx7+EghUxlB2I5cYLa7kVD5W5XvhlaGkOchKnKUcZZKYiWYRfmsDikL48nKAk5GiH8NPSY7G7SHmh6w2SE3OQNlhQVwr4RtfgcVNE/qSO0UdVsoGkodlYmhWULk2iqU8gmo9UyIfU8egFdx7McENf6MTRJMf1vogleROQWET4fytj4tR3ANj17rfERpQRPj+DlKVD0eXIubfMny+zniH8i2y+2/49gWfMFI/smIad3JmEX5rA+p3P0zvqEcYkX4rGuZP7jhuKMzq0t5TM3rGfhi52TNESAv4Uk1Ptw8QJ5xm58QK7Nw6nyq6ntdqFJdGp/Jb4I1M6ZyFtFXgw04Wky2+RvPxdyp6SEnxAhK23mdxFnvRTFWGN9KXzm1m0jk3AOwOUQWYcSjGG3RoO1ncsIPYuLYy/PZ3slgBafcTIdhnQVDrRfKymsr+W6UP+4kivLdS1a1Cdu0vUO3fpHFqJ5gMVo33u4Ka0UP5HZ3hbi01w0iooEGQS3rl8gYjNdnrHPcSuEVBVCxQdCKMl2A4SyMwNZUXKWLrMzKaixhXvqzacFimKBgGFxI6i0cG4xWewCnLEiPkg6Dh7axLI2tMNgIYe7TR2Fgg85cBul6CqEuGlMGNrkaPPg7o4KYIUPG/aubUzjjde+ROAWTPf5eqkLsy+P4nkxBwuTF/FZ5mjkMntAIi2eP5tZPj/ymMzZhkqfkFYVZTB2qqhZJUHYbXIiVhv58FrKpAIxHxTQ9nz/visvYLE3YDDaELi3tFJM4zKo2BtXxQmMYZ+VejfclA9xA/3bekAlB2IBaCPfwkVLXqqjgXhndWK/5qHpKXHoikR453Vyuwd+zlsjCe/wRPTZR/aDE780gSaQiR/D/8FQzueZxXEzM4mTlPO3WZ/ClbEUNNDjF0jELbfStFoFeFrH2JO6kRTiASftVeAjhlr2H4rs3fsZ3NEOI/2diX83SqaftGwKeo3Cm0e/PDScxSP1qOsgcTXbnDmbDwRG4oR7HbKJ4XTHORkztBUNt4aSPrA75n80hzadTLUJU3sObWDpMwZqE7osGlF6IocCLNqWRSWykc/T8GuEpg19hRmh5IjGwcijDJhzXIHEaya+hOeEjPLeg3HGt+JhT/8yvcTxmHqqkcQg7GbQHjXMgruBKAMMtPHv4Rbu+L4fuH3TDk8G4Do+GKqm7W0ZHqgMIFTDjKzgDHRRvSSR/Q+WwXA7nMDCOpSifhrD8TtDpwKCbILt2k9HkhZgRcj+tzmQkkYXNMTuCqLufezaXEq2LhgInKzja07N/BmcH+kAf7c+9wHkVnK0L53uHgkHnWVQHOgCEEsEJJUymCvB9w1+2N8y5fn9qRxqJs/oVfEpO3vge/lVuq6qpFaBExdBZwqJ532O+i64jYnTvRGVSOiXQ9uD5wIIpC1OPlk/XZmXHiNsJ1O7GoJpUMlDE66y7krcWhKxNj7NzI9Mp1TXXR/j8cq+pr/Jd7/48YspmOdeXX9AuI05fTxL0FeoEJcWE7U4hw6HRBo6u7D8fkraR2bgDPUn3VFV9hz+zgtmR7k/9IDZZCZhGfvsit6J/ff8cUr3YQkNhK/DC3fdd+L6oSO+T6nET7xQGYWGLEljYq+ZpITc1g+eyfSBgtL9r5KVnkQ9S0qRN0b/y6NfdZeIWKnmZSx6xCZ5OgfWsg6HMfdZn+yyoOoSBYhaRcRPj8DWUU9qmoRMy9dQd5kpznISevYBIwzEgmfn0F1HzU3W4MZnt3E2Mg7DDuXR12TC0tiBrN1zEgeTHfB47aDMbMuMMw1m/CvcnDUGTEndWLOzEPsfG4TP/4xgqW9jvNqYD+k94pRnLhK0Th3XgxIJMC1kSFz0vFPNbJw5a9Iv3PnozvP4ZZcRdLQbE5Ux3J0w0BmzT/Moe7b8b9o4aPJ+zA7VBxp7EHToAhqeipY/far5E3VETM7m9q+DpRBZvLy/VDWilGc0VE9TIQht40Fy+agKREjGNqZ4X8Rx3F3LKFt6AttLJ+9k7cXHeDM0+vQHILM6fHsPZJM1JpSiko9qXirHUmLjcVbdtN6PBA2eRLcuYpHA8BaoiVkTxl5P3Xlw42v8/GBSdjVYhrClHxWOZL8DQlYYnxxy5LzybAUNvlfZtNrP6AyOvG440D/ECqPB7H1Vn8KGjxw31xJlKISsU7DS+4ZOGVQ1VeN35FiXKrsbB69neiPCrB4ycgf54stsA2bC9jVAvURYhrDxJQNEWN2qpjb5xyKgmpU5+7iliPCLohJTszB95IZS7OC1Nf6MTy7CWXQvwrzf5fHpoubMu6vZZu++4EF6S9Qku9Lpw/SKVkUj9aiwxykoMVPzFN9rrFwVCZuzxUz9dJrHFvbD3WNgO6+BMMZgZshHvxR152wNa3kztNh2H6H6726kz8/jLIRSjwCmxg24Sr3VweSv7wZvwwtQSoTWU2hVN0PxHNTBtXPBuLl1oxKbsdD1UJ5uBT7FDc0pwR4zkaZQov9vg5VnYChfy3+ukZkLxRi6RmIi8QdZFJcqp1cW9xO/ZAQrF4Q/9I9kvrnYJ/qhnitlPRufmRdiaU4PYjCg6HsmL6J1BE9qXT6YQ+zYvaQUatU8ceNBLq8V0v+yGA+fGU/2+eOxT6wHbOnmNzXOmN6tjMV81S0BYbheduGxMODlmQHDW/7UPG0gelJZ9npE0fwklYUZ+Xc6+WG+bIXzSECb3dJZWr2VGo0OkpfbqdwQjDGdheqij1xKsDjagOmkSLkn+jRFUnw2PiIl5ffovBwKBZPMbVDPXHflkXolkYqc7wJXpLFMeko4l/JxnTOj6YwCS3+YvYdeoqfqvugf8+Bc30rHh814KipI2SBBc2rZsrG+3P6Wg969Cog2+bHlad/Jm1cGPadHhS+rCN6RQ1NUTqCTjRR112FolEg16AneD/UvdWK8o6S0s4qPr2TzJkjiSiaBEROGP3hX+RmhrL35Q2oVHau1HaiSnDDfNaXP6oG8swrV6hI9afkTSVe59s5m9GHugFe/LF0FdurR+J71om6VsDUx4FTIsLuIvB8chbr0ofxbKfbHJP0o3qqG5oCKe17tdzS+aErEuH7exUVI70Zl3iFS3sS8OlWg3lb+7/E+39cF9eR84C1VUN5v89JwudnULC2LxIL1MWp0Ja00WPiXRYueJsCu5Nvlk1GpWlDe6mQimQRuqxSauPVDIzMx2ejElGDGZcCGX4ZWsQWMUXj3Fkzajdnh0fx6aYp3H/PhbfyC8gqD6LEYiAtPZamEAmlS5MwXFQAUHPDm0hdNX38S+jiUYm5syunuugQbfGkKURCRbKI6ul+ZJUHkf9LD5qDnFi8FLQEaRBdvkXr2ATqYwUEQzvlC8OwCRKqJ3tAXT0A6koRNg2YJjcz9+13+Dw0Bb/NN3C5qiZ8fgaiLZ64+TdSa9XQ/EjPZ7nPUjzFQUY3GWN8b9O6tqMJsr/vVpRGgcZOUqoSNbiMKKRwgisjplzhgwET+LLrYZxuGl488BetDSrefOU4CpOYlw/NxXzdA1tAG4pTer4OPEzLS0oaerYR/GsJxp4GOn9pQVLbSNErTnJXRHFswWCc0g7HjKaLCevoPlT0NaMdXsWonHr8ttwiLT0WpVGgXe/kRlUA8u71dIsqwfSdhII7AXx/5Xfyf4qlplXLwszztLsKyFoEXnTPwq5xsrspkBu7uuJQiBDbRNz7xAOJVaBkpJ6ALXdR1TmQlCmp6ivHc6OKHz9bS4iLkXDfGuRNAo0hEoRZtTQ6VPgdLOT3ht6cTvDl684HuXysG4UTDbTp4eiBJKoHOZCUK6mL19CmF9PqL/BZ5Ug+WbCLfb98hyACz4syIr8pJOrbMqa6XyE2ooxds0aTPmsNz8TkoH9oQXqvGICmBWa6HKtAZhb4cfAgmsI7mpD/hMdGoJLYSKqn++ElbeLhb90B8LrRRn03B4UvyKi1dtjxJm1ewKgl5wn8Roxjr4LIbfUI5macMriaEkfpTBtlL4YQM/oBK/xPErW6hOMzVtJNXsXXlw/ie8mM/yEZi65OYHpkOhV9zcwZmorMLNBmcKIyOnGRtWPIEahp05JVHkRaeizqlEwksZEdC0KRA780gQcz3OjjX0LE1BvE9XjEwpW/snBlx3BanZJJ5Bd5fJv0O9IGCyfXJNP0vYjK8eHs6bmdxW/vo83gxFqiJfTjXDZXD6Zgefzfe2yLu5jJoVdpXB+EPk9EfbUOZY6K/F96cK0phPJbHd3jaXemUjukDYdShMwsIPTrzq7J35FyIhH7DtgcEU59tAaTXUPUdy3U2TVYgmyoK8SceW0l7u7NtI00M+baLKpHBLG2/z4KpwexatlmDqf+xpHLh/A/JCPmy3KUGXm0v1iUyTrxAAAgAElEQVRPw0vN/BC3G5cHRoo/S6Si2pXj3b1xtraSnJiD3OwkOTEHu0PM8tij3L3RCdfnSpgyOI3BJ+fTeXYB5qO+zL72CsoaEZkff8/nD0cjSAQ25g/Ee3wxCGDXOvDwNKN/ZKc92sLDj7qgyixAahYRfKyRNoOMbXUDeNDoTXFaMHalqKOieqWBmYZLxByvZoz+BiJfLy41R+J5045TDja9gNgG4mYJok4t1McI2FXgdq/jVMqKTyYz6PvFtLlJCJmRh6OTD9XDAymyGehreMS0rUd4Zv48zh7tif+ah9SMjyJ8fgbPBd1h//m+uG9L541z59GH1fP6F/P/mS4elxL3u9DTy8zNHiT3v8ObIWmkiUIx1+kJWpZJ/dBA6lHg+6cUy0gz125FYvjpBlZTFCVvi2gKC8DrehsipxgaFGya+z0/FfRjx/HBNL4m4vJwb/48lswWBqMvdGBbUI8ixZWynf5YegVzVh/Ely/v4WpKNyzeYp5OukXlIX9u+xlwVHVkNOOMRKzeKvxWZvDO0Qvc+jWS9R9sZbjuPj+LXqLOQ8K56ij+vNqb1pl6Wv0jqBxt4EJGdyzeaprCwVqkRV0t8Neungx7Lovnoq6T/7Y/LuMt3NgXh+/AcmrcY+E9O5J0NTGDCind5YuqzoGpixS7bzuGiwpmDj1FwYrOyFugNlqM30E5rnlWanrJcJtSxTOGHK6/5EL+oCDkkmCkVoGsR50RieQYv3bSMkHGF8/8zksXX8darqEtwpeB/XMovuvHhcxuRD/3gNPd9HzXPJ6kfpe5+LEHeYs6gZsXH4/fj0FrZemlsYAOizcEHxEQ/yBQGtyFgM411GV50Ta/kKgFVrbeSmZq4mUmL7jDmp8m0G1AAYXaGKStAu5pYmLevsfRphBK9oRhi2xjf68f+bk4kTpvOa45UtaM3skecx/CtzYTM7eA69FRBJ1qZ+L2VDKuR9P2sZn8/n5Ia2U4ZdAcAL0/KeG3pBiqMjtTO1jOTUc0FfuCKJ3gIPLrMky9XfHJtNPt1VyKjB64eLZgDbJDnYI6hYLA7UVUPKejOdxBg0NJQ6IIXXw9l+vDCdfWsmPdKGwaESojCJullI1QUv90IPkXQ7EG2ghY6CDr1a64bC1GlVX0b+P9v1viPjYCbWxftaxiRi23Dnbh1Od6KiKjECQi9G2uKOtlOFsUOCUi/D67z4DlxdwYHoMyR0GTu4xOR1qwfthE5MAijD4Sfk8dSN/u+Zgue2H2hqfeL6Kgn57uMUXohtfT5pDRUOYKYgmLv/6VK0d70hQqpjzfmxFTrpByYAAeWQ0IY9r5IukAhwYNwCNVRMVAMUq1P7U9pNTc8mWntQ+lrnqcP2tx/cuJbl0OLX2CsGrAM0NEu7bjpIm5kxOXCjFuDxxo92Xwa9p+tGILH8UORCSTka2JpF0vYGxX0+5vo0dAKQX1PtzNDCdl3Xf8fHMggeuzcSs30K6XkRngQ4XaFY9brbg9b+KdCUe53dsdXYAZP5dGvBVNpCT1xVarQjKgEd05MdUJEs4s/BZhkp2VnU7zQafueF1so2WynGaNhKIcf6yxVhKeus8krwxSnkpGVKzit8K+GAe6oysUcejTVUz7aTa5Cjf8fpUjb3Yy+e3TpJdFIk7VYB1mRjSsjHcPnSetbCSG/rX08S9m772e/FndBYtGzLb4nVxZ2QXJXBNrpuxgbfbTlDa4EZJYzs9xO3lp7SLMKhkxn5dRNUTP4eYuRGxqIm+JiplhaVw71pUei29z/JunOPzFao78GEPs2zVYvAS6dnvEuK5Z/FkeS3F/P9w33sQx1RXrKfcOr7RVQm1/PZFriihYoCHOuwLHZx7U9RRjq1Pjd9HOsKnXyC/pgtdVO0Nfu45NLEW9So/H8Bqe8srj0svxuBQ08suPmzmW0henQobHHRuG7dfovK6B0aF3uN/HjkSuwDg6ipLZvrgfq/iXeP+PE+ikk2XL8AjB8UEb1IVj7CnQ6f0MHq72Y+cbG5nd7xLftSTg8PGl5Y1S3HIM1MeqSRiVQ2lhAIZ1RvLbI3E9KsE40E5NmwaPkyI8spxcVofQ1K6g4rYvio/ttN/1QlvSTvE4EYXLoqhOlGC84oPP2it0m9vETZknrn85CX25krRJPWmRudHqI8UvrR15k42bIR54p9lx//Ea8z/M4OjNRFyyqymeF4eoeyP2dikemQItY1pwTZNhG9BMK3LiX7pH7NwW3j3+EnNi03l+biHpI4NYnHSEd7uf5dhvAwjoV0lurTeBUTWMH5DOrGOv0mYQoW/S8emunzh2tQ/NgU7e6H+etMZYGj0gr7+DvG5deCP+PCc2JpOe2pVGjQK/yFpiPapo6WdHu8OF3872Q0iw8t7556l/OhAFBtyX30TiFow5xoY6V0nFA29yX7QgEsKweIqwRrTR+ccWbHoFMckPuDfBSvWoQGhRoHq9itTbXZk4+iKFkSq8Xi6n+WggtxNEKCvM3BschKvayqjAbF4IuI6LoZ3M1k6kewTT0KzmYHU8C7uf4cvwExzq48uewQPx/E1AP6EOW74PDQNtdAmowHFUjqJWw3GPUAL+aONuN1dERUq2lPbD2N+A6Ac9nUaVcrvGj/Uh5zia6IpxtDdNCcGIvNoRX1TT0N2JslKK9hE0LYCgl+/RcDGU/Fd1hG+y4pnRChIJ5QlyogY/oibDF0eChZbkWqzxQfQadh8feSOGsQ0UXghHObKB2+cikbU6GLn5AkWpUSROyQfgdNAgpLPaaK7R4hlfi3x3/b/E+3+cQHduvLps5sLDXPq9F9VJAi7FUtxyWzj+9W5SzF1Y/t5kdA9FuFTakKt0zDx0nPwgPS7Sdtr3atl9cgenXhYhtzhxKj1p0knx2VPIm8dO816XVLLejqXmGTF+0+ppvmVAVd6M4oVmQp4ro7jMi6Bl6bSOTaB8izvCs+2Y8KTluAdztx/gWHUcfUdkcyvAgPt3N/HK11GZrKdqoj+nTyegrnVSuURCp6+qEE0ArcZKQ7MrrchRmMQ0qeW45Yh40OZJnsOA11E57UnN3GnzZv+FRP5sjOHMtwOojxbh9LBjc0iIcq+hpl1HbZYPYpuImuEOLv2ciCm5DZncwU1jIJIiJb0S86maEIDuoJoT2lAcgoxpb57ANKYOszKKokpvapp02IY2Y/RQ0KdTIW1qCdabrihNAqP255J7Pow2rQT3xGpG9L1JlqE/9XFOpo7+i0cHItDeqqa+pxv3/Aw4CsPxOm+lrpeKunY13pfEmBY1ojohwtnayrrlx9g/bBCqTB2KfBdq48UUL+7MhbgAbl2I5H67O0GHRMx+4zhiNfx2pw9GjYrMkF7ojylRVbRQqvHBFCdickI6OfW+VKm9UZoEWqIdNGs0eEfV0VysR9a7AYtTSptGgf03NypDFdySulNfEYPv99kYypVInrXyKERF5/Vt2F0U6AvbEeerKZ7pj/vtNsROJcUTJZhiXWge2oapwJ2Hld6IbFKe6X+N4pORSNJzGD6/lExzGOm1nTBXu/HgQDimWCkip5i7meHUJmiRhVo4eqAfup5GDIslaI/fw2YOQ3a//F/i/T+uixs3I5sD0V6ohtag9m7B4u3EnBxBwv6FpCwdSlOIhOoEMcXPyvjm+C98umkKjeuDKFgRQ9GzKi5Zvaman0TlVlf0he34h9bhMJr4eNsUBp+cT9Ke2/gfktE+zkZFsojcuXoOxu6icm4ImhIxLSdDAbC7qtCNfIjP2iuEL7nH5pJBzBmaSvV0P/wPyZDERuK9veJv48KIKVfQpuXTx78ES6wfuoUyAHpMvPt3wyR8fgaSdojcVk/A+BzUb5eze+NwQhU1fz+/aXIzIUvTSfYtwGejkvwGTwpWxBD4p5Htb2wgepkR9+smBkbmI87Q016g4495qzosiHV61CmZRC8zkjj8LpsPjqR9RG8+XrKLvdO/RVMiRqNsw3BLTJDCSO0fgahqBQYvu8SG9CGYYkT0G5TNuIBbpDzsiltyFVGf5LOvsAfeBx7Q7VgZfmeNzAxIw+Itp3i0G3alQPT3jVi8xLSkeINSgWVYN6Z9M59oQzUzDx1n29Z1uIwoZPaO/RyM3UXS0Gzc3Zupnd6KTZBw5XQXXup6jcPX4vnjhXU0Tjbz0oGzKI0db4Y4viGZ8lJ3rJ5OzEES7O0SrJ5OEj0eMfONo/hNKkambcdw30HxSCmdf2hDIbHTdfkt3s6+xabj2xCPb2Vxj1QejdOx6qMtOGUi3v7ydzodsfHoYxmqOge6bDkSHwtPd8rDN7oGRZ2E9sGNnBkYQusWAevoPqx7OIQ5nn8xMfAak+afQl3UiEuFgD7XjNuOdNwGVtFLV0TID/fZGPtrx6HuBxk0hUj+kS4emwz64abCZdbugdQ7VSjvqhDHNbFiyk7y3/Ckvrsbb719mItFkegeitnR0gt7SBvTJp3lmRGZ/FnVhUfDLaT8sZdjHw7A2FWB56dl2BOicc2zYOwmI+9iGE2hIkyTVXRe1UDrGIHtp5/C43IdKF2IeLqY5j/dqO2pQm9W09I/HOuiQj5Zdp6fIkNwdg4k5LM8bngFUXXHB++rTmbPOsq5N/vREuOFdVEhtWNCsHqpMAc7KTfrEQ0rwzgymKqJ/vzw5ia2uSSjVPsT/FQZtde8OHunO8HHm3FaXNBlyjCODMY1up6Wj4qwTXYj4uliyoqD+MXeC02NmvLFTmZ3Ok/BTAnumQ2cPNyPkYuukXMtDIXOH1N3HRG9Snin90ku/BXPgbZuVLppeXPgKY4UdqcdGYt7/EnK5URahjfjozVTfS6AxVMOsOfoIF7sns6fV3tjVzuxqvwRylWI9G6ku/mgKVLyZ3EP1n28iXPHeyO2i6ifasNv4W2qn/elfYwY5SUZrjdqWTr7MAHSJub2GIM4NIispQKt011J1D4kJ1FgyZfpLD8xAad/G3dLgtDlyDihC0chdXDsdg98rjj49cs1pK2Ipl2nQVcIzUEw+6mzlO8IpX69jHO9wzCO9iD0GzuLt+2hU3Atp9TRePk1UN+uZtf9REplBupvhJK3JwCFWYa1n53qI95kr9Zy/OQ+UicEUj2ow58tK5eTIzFgydPT7mtnZcJ+es4oZ39+T3wPNlIUY+CcLYLsdd3JKI2gKUKN14/XsfQIwhnqh26Qietf9aLoVQ/OHeiLz7gSYrRVnL/aDU1G6b/E+39cBrV6OXHKIGK3GXN3K3t6bmfFlFepGxLMxve/51BSJFHryrF6QOgeJ+FT77H1t2fY/Oo41g75jar5SUzrNRZVTjn6EZXkrgxF2mJj2M+XCT4uEDSiCIdKwFGppvxZb77sepjL01ZT9rw/AJ/4nqBotIxd737LN8d/QZvXgNCv+982NouXgpqXDfilCbhnO1CnZHKkuhsPJyixuIvxy9Divzsfr5QHGHZrgA5rn8/aK7jliHj3qzkA6N8tAUBldKIdXkX+JBfiZmSzbPU2PG63kah/iF+GlnEBt6ho0WM1iDtmua90jGSWbp2CeUg0tNugqpZfc3rTb3A26pRMBImIwfpcPlg7HXVKJsogc4cRozkU7V9qhg67wejD8/G61oz3T0pOneuBfEgdyy8+R9LQbJbsfZWw3y2oTuhQP1eNubuVsqECXqly3tm4F4/bbbx64q0OE/qE+wTPriWlJJ0zvbdwJX4PcqOVlAu/88HAF5CJwGE0UdfLgF+GllNddNxsDaZ1bAILrryIX5qAv2cDz3a/g6RdoK5Oi/miF+8OSOXdDXv4wTgAU3c3VDVOjn+5mvUTf6LA4oVTJsK+zYH+Fx0hq6BkqYiFtycwVnuHyG31TPO+TDd9OWEzC7lr9KVskJr777hwYPNaLn7Tl7IhKpxB3kT9Pofy8SEdI7Ottzk0byX+h2TYPO2oC2UkKau52RpM57klaLbXE726FolIoKaXiHNzVuGTaaFuWk8s7hK+2LSFxvUdjrKI92/icbuZNwMvsGnaBORD/tmJlsdGoJoSMboiB/WxOpQFSm5ZAyicA/qHFj4N7Yn3CTvG/v6E/lhE0Fd5SAJ80fWr4Yd9m1i6dQr+qUZwCoj2iFANfwROETadnN0bh1PbVUaxyQ2/NIHw+Rl43rSyOSKcAdsX459qRJdVypweY3htyHle2r6AtVVDsbuqsHgpUAaZGXPPSNInmTya7E+bXkz4ko7jajn5AcwZmkqrr4grp7vgqK3FnBxBU4iEU723ELmtntaxCaiMTpQTqvFLE8i9GUyQytRx4uZzHcmJOWTX+XLbEoz03HXSG8MoXxjGL9tH8EP4Xhp7W/G8BtEfVuGXJtBr/F2a/SQ8XBxL7spQIj+qZ6DrA6rmJzHmjQscNsbjlENIlgqfjUp2nxtAZZuelI9Xkf1pV4Ym3sahlFIfJWPNuF/o51vItD6Xecv7HO0eDoqfUWPTijCf8qHTLyI6z86ithccNsZTPlCB7wUR8a/c5eqjYN5PT2X8s1O52uZFrs1G3nwFY7s/g9DcwoLi56mfmohrgYWCFTHUvpXI8Q3JHUE89QbGLhKcgojM6mA8J5QyI/4ya6Zvp9Gu5ilVLTmTIzj2zRrccpp4JbAfH3/zOhaHjEnLjlN0JZDwJfeQlNbAdT0fdjnJlHkL+ejoHnopTNgECVOvZcNvHuj61RASVMuEWfOojxYjb4SWADX+F5z4//6QHevWYBrflbcmvEVFsojOb1zFcN/BkvIRZE6Pp+lXVxr7GzHHefFx+HGeHXKVZVVDaPFRILGCTS0iszUcbV4D4fMzqNwXyrCfL7O5ZBA2rQy3L1X/SBePjUCthg5TuuvOdGZMPMmPH4zH64iSwjkdPt2rKXG4X65g9oVzVD8rw2uPCbcXKpnTYwxiO2z8czsipYJvO+3nrfwC9j29iarZVryuNbN/1mq+7Hr47/2A2Oak6PNEvn5lJ3ZXFS3d/ClYGMmh755C1gwXHkQgunyLphAJffxL+PbUs5wr70zI+mzcdqRTPd2P4dlNrB20h5SlQ3HPdqA0iShY2xdtXgPPT7vA0oqRtAbp/nYduYwoRJdVSnJiDnqJhbT0WCxeCgpWxGDKN3C32R9R7zgyj8cR990d/FONvBncH69UOeZxZoqmhOBS1vESKkmbgF0joHa14LXHhKukFXN3K3qJhUT9Q3pMvMvZgkgQgUunRnK/j+XpK7OxuYhxl7VQNFrJoXkrcSLG4pCx7/dBpJrjODzyO3zT7dg04J9qRPpRNWUHYhEM7WSVB+GUCVQldgzzg7xNzP1uNhP2/sXGiM4smDYb/xQZ/c+WUDQ7ivyDnTn35Vryp8goGy7QbWo2rb4d525tw3qxd/q3VFS7Itlj4FFWIJeMYWx4aig5Zl+6H3uX3Ldd6X18PvfnuCCJjcRzzx1yTd70VhUSP/gBFX3NFMwJpc+YuyQpi7G4i9lWM5DJnQYSrqxmS0kyDrmIeWFnKSrxRLawCl2hgHpYNc2+EvZvWEvNyFBen7MAQQwPx2sI71pGl+tiFA02asZreTBLhfb5CqoORQOwYcBTSHCStSUei6cYl2obn87fyVy3fFJSd2Mb1gv3TS6cN3bmq9CDrP9hA7N3HvhHunhsTrN0P/ax0M2rgvN3o5BXSfHsXU2Eay1xmnJ+uPt/cfemYVHW//v3azZmYWaAGXYQUDYVUHAFXNNcSktN08q1tCzNDJds0yy1MlMytyysXMo0DU0t99wBTVwAlUX2HYZtYFZm5n5wfb/8jv/xvx/dPel3zyOOg5mDuWauk8/n836f5+s9DKdLhOSxEptvJwEXJWz6bCefPvkcrsYmHqZGEf2NFcNHVmwXvPFPvYG0eygPl/kTtbeD4ueEyM/FWZuYHzIU69MD6b7mEQAhyiYyF/bHJRHT2EdJ2zAzrjoF4UcslI1Xsn/W17z69VL2L93C7K3LmDv/NOdnDMRvj9DberAzFocbSM0uXBIRbkYnZr0Y73vtXTCpjxft49vJE3Dk5XeBuDZPPMD6jbNRGpxd4LL/rszViUZKPk1Cl+fCvcaO/O9C6BaAMcqTuukWvP5U4WZ00hYm4clZmZw/kEh7iJOIPpVUXApBVeNCMa2O54Lvcj45mOYJvem5NI/738di0YtQDWnEZ7mTmb//xZfbZpCa8g0fL56PyVdKe5CIoCtCsqeHrPH/cMK0jTZxY+hORuxcycGFW7C4JLz18EVEIhftf/mhz7GjrOmgNVrLyHdvoJLYOL9qGB2LWzFd92bDK/tYv3E2Thm41zqpGyjGswCaxppxtLkhr5dg17iQBJhQKuy0l3jw4hPXObdlKMrGTtyzy3F5aBBZrLjcZNSM8yf0+cdIxQ5aVodQ/DJ4ZsixjmljesQdznw2nC2f7mDl8kWIXq+n9XQA1iQjslsaLN4u1GUi2iKdqKrFeBY5SF6Txb1BbjyR3czl4cGYD2uxOyTIJA70ig4enIniysJNLCh+jpo9PTCGihDFtxK8SYK0rpX2WD+2bfualWGJhN9SUPx6OEnf3+FGX7f/637/X5dm8XHvoGhjb/RZUhZOOcPGqCPUzQ/k56/G0TuwFq3aTNjqDNaP/I1pq88y66/XGJBeSP7HvVmWeI62Hu64jukJPvgYiZcXdaMDiVyShajTSffBFYgc8OLS5RR/noTnqnLK348i+1AcBy4OQ5zzmKpldrat3IH3KQWKejF1g1RIbCJ21Y3CroZMcw/6zcihh7yeqrF66qdqqE40YgwVPmeXRITnPiHeJppsoGaoBmW9E//UG7y/bw6vHTuFYUESgVdcbJ54gA/uT0KflkFbmIQNfY6zI3VrVywpMFOD7oGLd9cewC3rEY9XxrD25AEA7CYZ89873mU5vLl+ILuXbENdLsa2KYC3XzrGh6v2Yzrmx7aM0RhH90JTbuFmVQgSG3QfV8KGnungdPLNu9P4aOk+Vq94lbKJYppihd9LW8xsfmcmqbVjALiwdguGwZ2o3S0MPrKcDa/sI9Pcg6XvL6GXro7aUj1WTxfNPWXsP/EdmkOZHMrrj0pswyURMSXkHtlvbuWrt19EaXCyZtl+VOlZKBtEGPq6eDoqjyVDzxMxvBQAtcqKsVXJ6qd+I7c1kIbBTkQp9bgsFh4t1lM3Jpj0S4fYu2ILA7zKyK0JwOkmJuJbJ6rJddhtUn49OJKQJQXMvfUyMmMn8k89CTpRg+9PSmTtLsIPt9GWbCb8iIULb22i8mkn9VYNnpfUXB4eTNvoKEQbvakq8UYptVPxbSTdnijnyS9WUnIsnLc+OEzYt0UET81j4Dd3cKkUGIMlFNu9Cb+l4PSD3uS/piJaUfOPdPGvEWiH3Y2qyXb0aRnsODeW13e9Sd0QHR+u2k+j2Z3TCQIpzl1sZce5scRFVBLk1kxESiY/bH8ah1zEr6s30ZYURv6aaOwaESK5nPwUBeVNXiiaRGiuFTNudDblrZ4o8msIOmtAEWKk+N0+KP/UsmHsVOrH2hg0KYegswZk7XD9UiwLZpymyubFJP0dvl78Ah0DTbg8NbxRWIRioIHmGBe9F+VimjKYiFUPeLpbnvB6k4ui1ES6rRPyoM0xLqom29kVGQFAxepkNONqWXZDgGmBEBiv7vBAW2Jh2Y3pbMy7QPdPbjP7wFuo0rOImv83R3v5Ev3RAzQ3SghYXsQNUyTH3v4C5a3HbDz9LMcNCcgn1aMukNEWJqFylArln1qsXiKG6Yt4/cZs5pz8C5tGzMaPZqE+k4PILuLvl7ZQczCMopk66geIubc3FqXBycQlb+Md0ErAUgsAxVZfNp5+Fu3BTK5kxBAWUYdD6eKNV48z9tMVjLhvJvqTNk7UxOGUiXhSk8sz019F+VcebWESlp+cRem6JPwnljM8KY8Td+LZnT6OFouS98cfo7nSg4X9rvLx9WcpPRqOb3cDpY/9eLShJ2KrmOYYF0anjYXvvc2ejGHYrVJqB7oxclcGblt0zInJ4sOXD/J96GmC9S2Y/GXIqloo/0JFxdMuAk6U47qdR2SqjWlpZxn8h3B91y/FMsijlIefRzDj49PYPKVEf2/mUYU/9UkOlFI7rTGdBB8u5VJLT/bc+o2OaYPRSCzYfN2RmmDzOzP5834sIomLyH12fqgc8o908a8RqGi3DxHfOhG7u/Pts9/hMboW728zOG5IoI++mlVV4xHLnHy0cw7SdhE5Bd04lhxN87wkfHYJK9fCl96kUyFC3iTGrdWFs19PNB5mpkdls+XN3bg6Ojhb1BP/96CzqhqRyULw1Dw61S40lZ2IzFaittuJU1fx+AUd2lIHX0zdz5lYLb8eGcFn62ZTOVKG50Uljrx8Nr8zkx/77CX8iAVfuRGzXkxhi4+AwPwPXuW/mdLlJ2cRndbMiOhCOk73EBhHZQKCU3NXgWKPF4GZGrzviHgx6CZmXzkjogs52tof6Tk94QcaEMnlSIMCkUR0p2Z2LMbk7rQONbAnP4npOa9g/kXDsnGnyDoVR22ZHs8iB8p6J6JO8M1own9iOekVfXk+LputxaMYujQL92obLZP7sOOZH0jeuRyJFbpdsLHzhW8JOFlB9XCRUBHe40Xhp56EH7HgJ2tFF9lEwxtJDE/Ko/ZaEP0HFrJ33TNIJhgoNPlS/pwfc7tlIG+2c8vcg/KxKsR+PgSnV6IIMbLxhf0wWsCkTh9wizHjs2m94M93JUMZ2e8hu/8aRUJkGdMXXGCIXzHqx1JCIutQ1osQW0WM2LmStmlGeq+rRp2tRNHk4nDaaCZuuYi31MjehF4k/LiU4iJ/mnqLKFqnJfBLKcpyGQ8+CqTtpUTqB2pxF1uJfus+L4b9zZEXUpmiuY9I4WCYqgCXWCg0hu9xgdxJcbOOpLhCOquqGeJRSLbNmwXr0/lrgI7GWAUrPvgZt9ZOgk9KiJh1h9JnlJTU6/+RLv41AgVo7KOkfWwsj21+zOh2m8r3krm3NxazQ8b1i7GEpkkI2hak1kUAACAASURBVJOLqk5E709qMI6MYvtHX/P453j0Zx6TtPMWtSOchHx2k1Mff0nJJBXGci0JqjI2TXuBmgXx2NvcMIVqMU0ZTFNiALUpyUSnNVOfIKP0ay86glWcXDaK8F+asMxvptjqC4A+10FLJAwZlYs+LQPXkHg0Vwp574kZiK7f5cilRAyDO2nuUKJTmpg7/zQSi5PRAflwIVgw3PfXUZ1oxH18MQAWvbA9njzvclcKpn1SG7s+nQpATlosl+si2db9Vx7P8qH+5X5UTguj+qkAdq/YCkDnqP5CAeyOHrcxZewpSqbH6BL8rolpC5Ogu9tM2L5SPj+1l8JKX+qqvPjtbBItmX4c/2sQDQkKGhJEpEb0YvzUTBoHOPnhh61sq3wSl9Ydl86G7Vwompx69L8reTxNwd5XnqEjy5tZi89wKS+aF567RNFPUfRcmofmKw2T9He4vWQr27+cSkuEnBO1fei+8S6dfh4ULQhiZcw5lp+chWtIPL5yIzkjtNz7NJ5uT5dSV+VFg0XN9xO+I+dGBL9+M5p7K+KRWMGxyw+nFMKPGBk0KYfAr9x4uMEPhcGFV4GNZYsOM0VzH39ZKwUb+mDTOZiZmIFd30lnowK7RkZAphWRzIn1hWZ8s9pIW/ocxWsFjM7+piSe/G0FU+Pu8M6shTz/0Wnk98txK28ieqeZeRFZjNfnULh9MIHSZo40DuRQ/0g6k2OQt7oYo6zhlV3HEHe66DjdA9/4Ok4m7/xHmvhXCXTNsv1ob1bw3eOhnIzxIvizG/jsyuByfiQSm4jGvnLeys5C3uxk9J8PEDldrJ04i2E9HuP42Y2pHrdRVklpfX4AyVcXE/HJPUYMesCuyAg++e1HdI9s9Pq6jbIp0OEvpn6CFW2pgycP3cI/ywpA9XARbs1WrH5qmgp1/FYZT8ucJKasOydUajf2xrAgidZwJda+3amcHIRpymChr9fNgO6AmkD3Vn6rjGfwp7c4UhRPZYsHlUdj8HhsRhIT3XW9/qk3aNts5+Laoaz7cjYgkATaJ7URseoBcQtyebv7ecb9tJK+TxTQ3MeBVQeKJicz/lyMIVZCR4CMD+5PIuL7ajaVZrKm1yl+DD+CtsRCvxk5PHnoFp1V1bw7Ya5wRtOZcItoQ59Ui3fvRvrNyME/ro7ijUk02d0R66zMXrQM6xIvHr3jzpbkw1Q0eEFzKz2XCoTBxlVmBk/I4Un1A14deBWJyIl7rZOq5eHIzt/mk4cT6Hl8MVKzC3mbiwG6cqreiKf4OXdsAXY25Y3huRFZtH3QzsnDyTjNFpR1FvyURtJGfY/tAz9ePruAtVMOM/bVG9i0UlwSgWa4cu4RcLioWRJGySQ5YpkTVX0nbhkPORgfwfScV9jw6WwBYi6G89XRJPQqRVUpoVMloTXMjbCfRZiz9RS8okZZ1Ej39zJ4Uv2AIZpC1KVi/ijpTVNvJQOVxYjkbnx08QiSuhZmeeSw6eFYnh+Sxaq8qVwrDqfooz5Y9DIufJrKrKTnAVDWmvm+137cZTaqO/8Zk+hfJdCUCy9hD/XBfZcHtSnJBGZqkMREMzs+i8TxOXSbVEKgtBWLXkxOexAyo4NOTyU3LsQS6N7KipmvE3a4HqnFxaWh23HFhFOdaKR1ZiKzD7yFIcYNt50tRPWowfpkGzTIiVj1gD35STT2lSO95kHgFReuWznYPKSkT/kK7fRG3lu9n5z2IL57aytmvZiX3j7DL+s2ocivwT+jHffydlTpWUR6NgCQfSiOSM8GDv89kJA5pQRPzUN3QAhyO/LyCczUcDk/kpY5SQK9cLgI790ZXMmIYdaoq1jKNcSpq8g+FMeqX2bjULrIPRONxNOGKsFAWw8x0Xs6CDtYQ4PA6+LhWj2TLy9i+clZzBn/CnWDVFQnGnlS/YDalGQG/pyLtMWMl7uZg/33UPPQl166Om5WhVBV7I24E3zlRrzOKymfCFZfd4KOydj8zkxuDdtJ48RoblaFoAgxonKzk9sYwCvrU9hz4QkOHhxFh7+YoM2PaZ6XRF/fal4depmmGBHtQWIOP0rAJYZxT2Tj95eU4E0SzA43zOd8mT/zNI/X9adwrhuT9Hc40JDM+N1XEKk6+bV2AL8fS6YhQcozc69ybsh2vln3HIVzNBSlSLg0/Ut6bBPC6tahvala3I8lERfxPnyfhg53xGYxHnILdwpCCbxmwjK/GWWTk9BP8umxpxypUUzjUH9aZyYiw0la1TAkNhemBndsE1qYmzGf2gkhfBQzguah3SjtdKPbglp+exhPa5kH4yIfErkxH7NOTJbVneah3fjy0Rg6glU8/9VKlFI7gdJ/hj35Vwm098Y6Sp9V0fFGK4tfO0ZOWixtm+0cKRIC3HmFwbxfOgWXBIo29sYlFdHUS8mvM1O5lN2LquEqHr2vpe/7dxl3ayH584WAc+DCx/w6OxWJxUVhozeVLR5Ir3mgLhdTatSxoc9xfO4IK44h9n+8k4tTlmIc3YtdkRG4S2y8nD0Pu0bEhXE9mfj3QnyPGiHzPo0JWqL/lpF9KA73ShP+qTe4khHDyLhHiBRyht23dM2LCczUcONcLLqrctontVFs9aVbTC2BmRpcOhtHiuIJP2IhfbVQQU0ek0v0Rw+wu7vo5tNM62MvNGUuAnaUUz/Sn/AjFsztchRFCp7vk01IbA11Q3VoxtUiiejO7K3L0JY6mOpxm/wFXszodptX1qegLhdzs0qgISrqpfw6M5UrteH4nimj99oypGYH2uxq6gaLeXrVMrRlVqTXPFjU6wqa5xvwWebAkGzn7bF/onvkQGqGBoua1nChT/rnRyNxhFhQGFy4X1Mjb3ZR2OaDUyqCzPvUWjQ8OSuTOR45aEtAorHzYdoc4tRVpB0az/5hadR9053PZu3Dqndw+FECc95ejszkQmIWMS82kxFHV7D7lx0sfiudr77dzhdv7OHQGGEKwawet8iathnJdBMjY/MpWQxNze60REiENta8ELq/n4HY7sLqIaai04OfIn5j0uuX8cmQMC8ii2HhRdjdRZQti2fmmlPsqhuFYUI0kUvK+W5CGqfu9sHeKwSxHRb+9hriThcBCwwc/XoLHQPM2OcpeLds8j/SxL9KoM2DAvhi6n5cx/R8fnM8EhsYz/iTnfgjN4/HIXJz4JxqpS2qk31fbaY5yg3fK/Wk1o4hIbYEu4eLyLnZlEz3x9TgTlBYI5JaOZYpDlJrx+BeKxjcdQfUaMbVsvi1YzT9EcTVtijKx8qpTjQSfNGEJCqcplnt2DRiAc+ZqUHv1o6lXEO/GTn4HjViKddwtTicotREXl52ktNnB+B9z0rhS0JjPeqD+1QnGin7NoDHJh8iUjJpmZMEgKZMqOjqDqjJaQ+iIs+fNQF/8nyfbDb0OU5ruOA+aQ9xMkl/h/yPexP5aR5uY8oIO2HH+6KAFrVrRIiu3yXomIzBE3K4mwDTgrKRmqG6zhNjnC87l2xn1NprvDN1Pl55Ir46+xSKaXUoDC6Cp+ahvOwntKBuz6eu3oPg9Gbkh51I61pxNbfS7ayNpl4ijCFyOoe2knp3NPmf9ebZY5kcH7Wdbm4GzHoxrmkGfBTt2EOs1Dz0FfjEAQ2o6jv5aOk+gZxnViFvdVK4tx8amZWct/owestKNqz8nohUB+oR9Zydm0S3dTeQiRx4FBjZVT6S2cOvIc1VY+wmIWB5EfJmEd/fSebg5G1Mz3kFH2kbi1OW8tnbcyl7KYSIPpVsvz2Sl15YzMMvuxOibCJyg5nNib8iHtJMUWoi+lwHkojuePyUiVMObx5eQHLWAvZdHE7MG7mk/TKey7d7097XwoIXTnO1OZLaUQ4+WL0Xa9/urF2xgLioCpxuEjZ9uJvoLSVs/GIXnZGBjNm8kqhPTVR/paT0YMQ/0sS/xiz/y4upa186ks3PY5NxeqrpPr4C2c8y9G9VcbEjGEOGL6dmpxL8ciulMh3fFA+l3Qc8H7lRfzeAjr6dOO9paJgcjMzhjrJGjLhvB5rjKp74MZczRxKJm59HUY0v2kcSqru5cbWgJ3Y1lLq02E1uaO1+GMMUNCx2oD6upTHBhVeeiOmjrnI61hOFKohHZj+6hdczsddd6jf0wO9qG5da4+m2IQNLfAhzFpyj+EgQIi8PCr4MpcdmJ+b9Ego+6sWA5/IEwX3oiVunFumiWu5n9yDwiovd9UPRhbZycdFQXDJhFU944QEna/rwWv9LnB/SB911GdwvoH10b+TNdrSvVlMwIgpsMsYm3uHxTjmnIkahKQePPDE1z1v5syGW7LuReBW4QCzBPqyd1b3+4HxePOrMCuqkfUAkwoQb0iYp0jdayBnQHekMK+ZparRpjVhfddEW6iJso5OYWaVIPexc/mUQ5z278+eRIdifaCPKu4HqjyOIn1aA/Wcfts7dw3e3nsApkvF7R2+cYinaM3LqBosJuCDGsqIY84BQ2oPFXD2dQNVoGe12NzwfSRCX1vBd2FQah0mIC6riYas/HQUeTJ17ibtf9sMYCnjbubBvKB9OOsr6/Am48lW0vNRO4GEnS+f9TtbPA5j9+R9UpEbTOsBFTXMgzT0lFFT5sWX0QWY8dZmLvw2AQD8SP7xLTFQF73X/g3tPudi0+iJXnxOxcdtpCt+MJHp6BWFKA9llQ3l74nkSn7lDzOgilvneZu/VIcQ9UcAJ+wj+uDEIiUOC/mgedc+Eoj8hRn3k1v/r/f6/ziwP8MuSp2jrFwiA4asw7Bo3mswq3vC7iNlX2CJ+N3I4s4MyGRRUTve9IqqW2anvJ2ZF+Fm0pQ56/NqGKj0L/aVyNM8LpPlntXex+AoAp4hvnUSsekCgXwtiq5jAK4KTanhSHq09BKSm7oCahtFWAq+4eHnZSS63RFOxOhmA72fuAOBMrBabh7SrHVOUmsiO1K20OpTUJ+kQmSz0XFZKwRI3Hr0VgCLEyJWMGI4bEmjdo2BH6lbcxA6mjczErbWT5DG53DgXi9lXLvg6Vz3gUk5P3McX8+X18UyLuMuAP8q6QMgNCQqca30Qt0nRljrIaQ+i9Y8IFo85i00tImLVA2bG3OoaHVE3SEVbmARLuYaPdgre5aJUgZ/z32hc7yHFVM/qBU4Rmk/UmM/5UrwwHK+tajptEjpC1Dxs8qP+ZDfaetupbdIi7gTXXQ/yTkVzas9O3gs4zY7Urbz6w5u4NUiQGV2MjBNcW21hEvyynLhXmpBdCqBpVjs9Rpdg14hwqh2oPM2UTHIj/g6EnbAzpGcRDRY10gUS1E/UEezWRHuAGGmvNjTXVLy2/DjLzs6kpU1FU4yI0NdqqF1uY0fSMLzvtZM+YziKBgstG0MQTTIQrmrgl+G7udjai+nXFtIc50FHmJq7KxPIXDOIpY9eoOSXPvzUOoCfKq6zedyzJB+8R6XNi0KzH+9u2kuFQ86bH7zFqaa+jF+ZQuyKeyQrquh2qoHg38qRN9sxD+uJtqwTt+rW/6Mo+P/l8a8SqDyrAM2VQjQFLWgKWmjsK8dXZWTh5qX8Mn8Lz2a/hu9RI1u2TKdmSRgSq4NBQeWsmX6Yz9fOomqynYr3oeRgX6yR/oh1nnQ+0DIl/W02TzzAlPS3Cdr8mOpEIw23/IhIySRi1QOCPVtJ8T+H0uCkapkdzQNDl6H75MAQ7tUHImuH5DVZLNm0mEs5PQnM1BCx6gEbX9hP06x2FCFGXrw9n1+PjBDaMBIxhgnR+P/phrpcTNAWmTC7NNGIaLcPK8MSqT0Zwul9yTT2FTy54b80YdaLMUZ5ApA68iDvPM5B+0BGZl8Zf1TE4Cs3dnmK6wcoiU5rxqwXs8D3MrLv9OS0B6FPyyDF/xy/POqPacpghiflEXy4FG2pwLd9/uWLlH0iJaJPJeNy28g+FMeVjBi85CZcUoiLquDxdCX+E8txa4OKMW4o8xUo661IxU72L91CVI8a3G+pUNU6een5i5jC7Jhcdkrtnry9YDG+t+10ql3s/OBrbtcGo8910G1SCdrsasb+cJ0Sg45gz1ZGeefTObQVZbkw/wYgv80PabuNohZvGr4Po2RWEG0mBVvTnqNjsAmPwxrmLv6DtOIhSI1i3OR2HEoXIg8tX/U5hKOhgfyFcirH66gYo6EmSYrjlJ6p2mzWTpzFmz6XoFGOx4FM4t6/R9syI5WjxIi/9ybUp5n9vz/BsLSV5C/241p/LSFyA2qJlZ6yRt5c+xZLPzrEbJ/rAKz2P8eE7FdBLKZkXggguMrkf9xCZLVh6K/7R5r412xx93/869rylQOomeRJW6Q7tpfMjBt+FwcSrEe8uPRNL6pjtNTdDqDHpGKqB8uIfK6c+hd1nLIm0Tm+Bbtdyt5BP3BnVQLFUxWc+PI7vm3qT9R3JrJ/CMPr5xwqbP2pnBeMW4QRU1AkFV4K6gt8OG6KEfAfr2hotvnCejdUfyoZsLeEGK9aHt0NQ9uzBf/4euxyEY8N3gRpW/nu4pOE7nHREOSOpESJbkgtw1fWU308APfHzZS+KscnU4Tb2duE/thGnSGBiFUPuBPTj8TxuVR4KVg38TBHrX2RtyvY99lmzi8UY0yzUT0zlD/fGEn0skcUagbQ6lDQrHTD97NGOnp4oKlyIst4iMqh5vJ7Uuy9gtENbaDOkMAv+UMI21KNWKZAO66Z2yGR2DQSfnx6N5/vfpEBSYVo3Kzc7SeieUw3/G45Ka3yR2Z00VSiw+bhwnXRg7ZIFxKbiJDhFTzW65BfUHP8chKVOgUzxl8n70F3slpDUdRJ+f7uEI41xeF33UZjXyU99ldzsGEMnWE2zH1spPY6xH7TWOpn1eNURNAYJuKOoRtyWSeq0HbcJA6iw2oo+jGapnkW1D96Ep2Sh2yjFEmVlsYkB0qNFbNTybrB6TRINDRrZBhz9chbxKzcnM6+uiGUeiQQO+wxpGtxicV8s3gHS0de4eOa8bT/6cneslGEfVdMxKVO7hmC0C+yseWz/aQ/SsTri3aaXxChue2Go38HmlelnMztyyuR15iTOQ99hgjXUDO/zXsSsUvMpGczSbs2ivonZETubkRaZcDlocbeO5gdR9PI76X9/wcXF6D73jK6H3PiXgnN9RryWgO4nB9JyRQxohYjT/W/j2KggbYN3RgaWEzd/EBcKgXSDvDYq+X88G2oxHakbYIlbc5zr9N9r4iK98ES5kXh3n7obzfhUSAS+o3/oSJEpGRiKdcQmKkh0rMB37/bu/i3q30yuVATzeR5l8lJi6U60UjTdX8GBZWTkxbbRQ9Xl4ux6pwYz/hz7McRGKM8cakU9FxWiio9C4C6+YE0zWon+1CcwP7d2JuD/fewKzICeZOY+Z+l88rD2ZR8mkRgpoZb6XHY1zbTYFGjLXWgi2xCtU7LoxUhtCRZ0eTUU/PmAAJ2ldMyJwmbRszN43ForhSiLXVQ+rUXout3CVEK1xy28xEvZ88TqtktPl3MVn2ug6rJdrSlDka8kYX/xHK88kQ4n21C3iSme7qRghJ/Lk/9Eu9bTYS+UsjtUdsB2LtyCyI/C4Mn5PDspBvI6mXkz1did4ffrh3Bf082/jsUBE/NY335M3SEOTAsSGLOuycJW9qCqUnFml6n4Gdv8ht8GeGZjzEUArYJW/0Fvpdx5OUL2+GDTgYFlRO64W/emPYGHlIzIZpmbsz+kj0LtrFr9nPcuhmF1yM7+b9HUTlSiu+VetLqRzD94UwW+l5C3Gxk28oddEYE0uFwQzu9kfJUNSs+XITC4ML3YBNJIaXofsjgwz5/UFKnJya8inWPnsbRIaNmnpWLlVEULxMjr+vg6R3v4H0HcIpo+9pFyXYf2kLlNEfLhFaL5J8N8f1XCbRkbih1/d1oG2Zm18j9+Cja0dxVIHKKaBgTys3dCdhu6JEa7XjJTBTN1CFqMWIeYaTyaSeLx8xlZVgiNSP1ONUOJBX1WN8RMCOGGDci52ZTNVaPz50OIlIyGZ6Ux/zoDDpH9WfzxANkH4qj/P0oKt4VzknaUgcNjk6arvvjITGjNDipPBrDp3P2Udjig9+FakLXdNIarkRiEQYs9ZuRA4BZLwCz8ffB+tRAXEPiqRqrZ0Of41h0whBYVXoWL96e31VVvNwSTaRnA2dmbqJoY2+cbuAmdlCQGUb1VBtyaSeVo1REry+g59LHPJ7rT+CubLJOxWHyE2HRi+g+rgSHoYkp685htQrw7iNF8fhfacJhEMYv+uzKoOahL7O3LsM0ZTCq9CxGRBfSFiYht7+TikshNMe4cP/Bk8ETciicqUab58bq6qdo2OgiuziE4k4pV1Ylk9Y4jOj3DNQ/74FCbMeuc/DMgDt0O9tKn2vzWZV3k9KXnXSO6o9e3kFUWjt2jQh3sRVkUnpFVFFs9cWjyETQl1IO9gxEUwbFLwsw8zk35tP6RwTBU/OI+eI+1y/GUvFLJJYNRvY9GMTjb3qSfG0R7y55nfKxaiLfvUP5Cw4sehd9Bhex7dzerkHHSx68iD1Qxys/LaZylIo4dRVf5fyJ5C9P6pJceOW1AUILb9h9C5U2HdHvGSht0tH6SM/VcakcG/wNGoUVylQ8/fMNAjLNvPLB7/Rano/sKz36n9wx+YnQPbTTFtXJcG3+P9LEv0qgvnftyDog4Fc59Z0ayt+PIuisAZFNxLn1W9j5wdeEnDCwaN9RLq4dSsRPTQz4owzRAw39e5aATErF6mRM/kLhxzC6O6LdPhR8MwhtqTAztD3EicRohQvBhCibuoo9VXYvgvY9omaInEFB5dg1bmgKWlj89Hw+nbOPHefGdhVZjhsSMB3349WzFyj4QEnvRbn4X2liRfhZJunvAGB+qo3np10G4O2vD1I2Xom21MHmd2ZiD7F2XXPw1Lyus3Bhiw/Zh+K4Z/On8mlhdQ90b8U3vg5piYLmDiXdRpYLQgvyxx5ixWmxoM914FnkwD/1BvaRQnriTKwWz4tKqhONHOy/B2OUJ7UpQqFLEhNN+BELHy/aR9Vke9dwqaCzBkxTBtP9+1Ki1xcQseoB2YfiCDthp9+MHMrfj0I3sYCeX3QwJ/tl6l81caEsCt9DLTQNDebm7Dh6Lsul3qqh8gPQ/6bi5YvziQmpwaKXUmPSUvGhEL/bnDaNmq0Kao0a0lePYeaPfyArb6A2JZnmGBc9v+jgjcIiImbdwUNuQRzfm/xWP4aMysX9hJbyAj90WhMpH/5CZ6OCDdt245S5qH+lH0HHZER+X08/zwqWljyPtKiauutC8dG1vgnPQlj84gn6KstIGfkSfl/f4P6UrUJvebJKmL/aqeREVRzj/7hPyAc21j/7C8MvvcXLHy6joU2NrFVEbkcgTdEKdu2YTElKLB3+UtTnHyCxwfCNNwg/1MmFlt7/SBP/qjOorNzAir3nOVGfgDzUQvtuqH7KH3HfNg43xaBR2Sk6Gcr5vt1xFKoxBSupORaEV56FB15+WL3dcQ1qxWZ2wyNPykvLzlB2KJg+cwtYN+1nJozPosZLwxevH+bEmyNpGiKmfloQ0jtKrgQGoPmxHONSLUHaVu6p/NE9cmL83EKDS4tirQyP2/W8se4CBx4MRlrvxsm6OML3dlJ/N4DapZ20S1X81VeNZ4WDdo0/owfd5UxsOKP98hkTe5+j1r74fZWFrsGPv1cK55LalGRqZwQR2q0Bq0NGVEI5h78ZQ8iQKsy5HlR4KRCLIaCHgedD73DpVH90Oe10dvPG92AlNQvjsXqKcU1tIvwtG3WGBF5Iv8Pt6lF4/JxJYKaGzPZwKh77sfat/fxxayBWb3c0h29xUjoRea2U50Zlca4smhYvL1avOMDIVx5xvHEctTm+2Ee24X24hVvRocifaqZiQDQdkzsZFFRO6d/dsJvcqHSoafOXILEoafhAhWohnFl9gG9vJyOySujXp4j7liB6R1ZQZfTgTnsokkx32ns40P6iRXu/gaNeA3FvdadTKSb4LxOFc7QUTzBhmjKYEm81jmcsiL71JVfiiy3ezKLBf/H3kb782dwb77/F/NIwCIfShVe+C8eCRqqS1NhlUn6OOMYn3ccQlm6jaSAo3ew0G7RYQlz8vm4MplANYn8/dj4axtwRFznUaxCbE3/F4NAQra3nr8ZoHvbwo+jr3nSbWIXtqgdN/lKeGH0PpcRO0wl/nBIRNi8R6ionFTP8eO3FP7n2bG802xr5IfQiP28J/L/u9/+VZ1DFWU/e/3EOr047TfG8MFwmC7oHgoOlrsqLH/aOR2zpxHzOF7s7fLb6W5ZuO0jjexaypm3GP/UG6uNa1OViAs7WcH7GQETX71K0sTeTLy9i9tZlXMmIYUnJ85h95VQZPfgg+g+qh4uw26QEZmrY0Oc4hS0+uHQ2OoJVRHo2MEl/h7gD+Yw+84jU3dNwe6hi8rzL9EooQ9piFkzpB9TCsN+jMfgeNaItdbD//WcInpqHj6SN9RtnIzGLqE1JxuwrpzYlmY7TQsZ088QDVCcaeSPkEoUtPli8RRgOdgMgbEU7bXf0GA52Y/vtkSgGGtCeFAwKxqE90JY66BzaSlOhjsv5kQBktIZTPVzEuFxhy5aTFotDIRIM6job/qk3qDwaQ3uIkFe93SxUH4OumNkVGcG2yidRGpz0nZtL6JpOHrzvS/AfYrRPPQYEv/Ak/R1k0W0o6sX0Caom6vWb6O42C0OLFwQxfdxcAi4bCPmjlWvVPZBFCu+Fvz1QrRN6zBKJk9buYso+V+LS2VC9X4VvRhPFz7mTMKAIELzRKp0J2REdqvQsxg29i6NW+Z9Byw4UdRIaBzp5Y8IZVo47gabUhETkQvrAnbeDzzF8fQpu7jaaoxT4pKno3OnP089nMMijFNOcFhxyEfJreQT8WsQP0aFEzs1mV2QEWYYwVupzeFTuz3OD/6bDX4rRJqc9UELAZTGjPR9w7sggDDFSLHoRsjZwuImI2lbG/uJB1D8RSPuoNiY+mvSPNPGvEqjlyWacchfnNpgPlwAAIABJREFUJ/dFvKONhh+8sGukmH1cqHQmnFJhcK/J34VDIeK1319l8zszaX3sxZS3lrGpNBP9bSFWVbZRBQiZy4hVD/DMlHfNVLGPrEGVnkVToVACDz9iwVGrJLcxgOOGBLRvulCq/2OeTzSyKzKCk8Ux7Dg3FoXBxadz9nFx7VD6e5Xjt6ea4MOlADjkkq4Bwv+d8h39t4w5xxfx4ar9SM0ifO5YaAuT0Nbbjvv4Yoo29hZmku4VEhXGM/4889wN7BoRHy/aR2dJGb7ZTiQ2EDW50frYi+YhTdSmJGOIlaD+8x5hK9oFs/4xGcp6K1cyYohIyWTvnvGCgb3DJWBEUzKJnJuNacpgBgWV49LZKEpNpMSgw1fbjkXnxlelN7A5JbSFSaifqqHsEymed2VdaZt9k3biVDr54P4kdAfUeI2oJbs4BNeQeGqH67D4OJF2iNB+20D5RD1iowntbm3XyEKvEbWYfeWsfuo3rFYZDqUgeN1VOaO883nt2CkiN+ZjmiyMbYxOayZoi4yOAAEpU7wosqun3BYmwdbLhM9NMT/8OJ7teydRPl6D6bgfT03OZNGPr9N3Xi6nE3difrqN5oXtNM1q58jd/vxWGc/QwGJaw8GWHEPN1AiqVgn+78K9/ch/HMiAm3N5d9Bpfr8wmPjX79OSHoTf1DJiluVwuG4g8iQDqjoXCoOLiymb8DqWg9PHE6/Navat2UzHxASWh575R5r4Vwm0eF1/bKFWDMn+LAi6Ckf1aPIa6f5+Bt4/uGPv00HASRkrnz2OttTBuKF3Abg89UsMsRJmb12Gob8OyZQ25kdnIN7Rhq2XifqpGhwKEcp6KxGrHmCaMrjrby4/OQvRJ40EXnER613DlYwYqp4JQHdATVuYpMu0bynXCDwdd9hVPpK2MAkHLg4j+1AcldPDqB4uQpFfIwz/nSWMey/4biAn7sSjCBFELuoEq5eMfjNyGBn3iE2lwtmzOlEY6AQwd/5pjlxKxBhvYfnJWbTMSaJqsp33Vu9HUS/GqXbQOao/Fp2LsK25lP8UTumLQVRNFqqFNq2Mnl+WdxEFq5bZu1IoAJtKM9HerGCS/g6Rc7MJvOJiUFA530f9hMfSct4OS8bxRLXgSx4ZgrldztgFN0g5/xIFaQNYtnYx3X9zdvUsIz0b0NxVUDhPhmqSAEbTPXKglNhxDWql9MUABq+/hWSCgY7hPdGmSHj98yNcb43kUNK39B3zCH2UAb8/y/itMp7jhgQero+g5sWeVE22U/aJlE53KZa+wmAmp5vQA47oU4l/6g3EpUpkL9XhnWOjI9yOKL4V91onp0t70dm7gxqTlteLXkAlt2O978kTIUXcHbuN4X5FXP9uAMljcimZIiXwdDVeBQ6qE41Ezs3GJ7AFd7mNnysG8cbTZ7iQH83WFTupPRaKWOQkXN1Ie54Ou7uIXWu3MvWNFIZlNNIRqsaukfJjczKa3AYsLtk/0sS/SqAOuYueG1ppGG1lV2QEI5dkknwkj21l1zHrJbhfd6fhOQs7vhUMyGM9c5n96QlWVz+FVefEroaG0VbqpwurnY+inai1Qhsk6KyBx9MUVCcacWvtxDRlMJE/d9AroYxN4UdwL2+nbr5wVtCWClhNY7wFv5smqhONfPTUEao7POCpJgLdW7tWY//UG8ydf5rAKy4erQhBu1yG9JoHIcomtA9kBP8h7mrhSC3glInIPhTH5fxIXlmfQnWiEdOUwWgKWrhjCmVPvuDXddkk9PxSEMG7g05z3JCA7pGD94aeQnrxNgunnCH/496ErulEnmgg6JiM6uEimnvKsEQLk89cQ+LRHVBzsyqEwEzhPUxJf5u2Qd3YFRlB/B1wa+3kDb+LLHh5KY3fhQJgmjKYKxkxGJ8zolRbuZsA2gIpbjUyGhNctIXIqJsfSNVkO4UtPgCodCYabvl1FbceNvnhfkKLPtfBuYpoYr1r+Gb7V2w7/QPnm3vTYFGzZvR0nvG+h89CE7Z9EkS7faibH0jAJTE+d0xEzs1mUFA5tYPdGNbjMeXvR/F4moJgz1Za9gpHALqbcB9fTPVQGcF/CrezW1sn3ybs5/W4q1i/COx6rkcRPGz1Y9S6ZUz2vI0xVEgeScxiWgb4415pEr6noEBSex1Cv9CCY5cf+x8PYkRUIe++9zptEQ7k4k4etvmjaBAR/kIBOrEN1eWHHNozGuXxmyhP3yWrIYzC+X68++O8f6SJf5VAo9OaUX/fQq+1BqRBgZzdn8TBwv4sCR2CUwbqKgc3hu4kcFc2Tb0kDFXUsfH0s4AA4eo5ppD9w9LoCBIRfMFJbmMAjl1WzDGC8ORNYhwj+6FcIwC/OoJV+CjamZL+Nq//chxHXj4RKZk0zWqn8mgMx0bsRHRdWKX/aumFaXsQ8yNucK8+ELNe+OhMUwaz49xYqoeLCDthJ3+BF26jGzlSFE+/GTlErHpAdFozOWmxdCqgUyEi8K8WRkQXok8TSBCq9CwcefkcuDiM4Kl5eOWJeG/oKSqnh+FmdHZdY4e/uOvnHvJ6vPJE1Cfp8Hk2vystYxeQvARecWH2laNKzyJ4quABrpsfSOAVF5qCFr4pu4afrA2XVMTivJkUvyjG46dMpN1DiVj1gIiUTE4O2C1UtMcO4ONF+1g+7TiKEKOAbhmrJ3KHnRXhZ/G+Z0V3QI1vtpOgbgYAGvK9kbcKYDCfZ/O5XtKDuWuX80NzEnVPSbG+paNyi5LP02ZwLOt3Hlf4IjN2UjJNz7B3Myl7Skn1imQebo8hbOcjrmTEYH2nmc0TD9CytxvGUGHLuyL+HIGZGrQJhq5+s00rJeXhDLbfHknFHDvqShsmq4z3Vu+nuMQPy9g2li97k10zvkXR6CJiXS71/USM/eE6A7SluDo7+XTEs3x29QhOmYjWFhW5jQEYYkW8Oeoc59MHUnC5O9KRBl4LuEyFQ836+xdQGoR/ThK9F/VXA+n+u+kfK+xfJdBuP5Rz+1YkrjYj9bvVtIf8z1bK6iniqy3bGHRxCU6LheBPbzCzYAYAN6tChBxkQAZp9SOQWKGpl5RY7xqK7gdTPq+Txy/oUDS6eDxT0nUGBaHnNTwpjw/uT+ryuV4e9C2DgsoFO15KMrUpyVzOj0TW4eDLK0/R17cau0aEpqCF5DVZAm+3TyWNfeVE/tyBbmIBXu5mLudHMkl/B2OUJy2jzJh7WvDcl0F7d6HIIomJpig1UYiaDYnv+hz0aRlktIbTb0YONo2YiJRMLudH4rMrA1VYG5KYaD7aOQffjCY8i6wUpSYKrZqUTLqtu0FjXzmyDgf1/YSvtyg1kV2RETjyhJ6cMcqTezZ/zsRq+erb7bwY9jf+F4Wto2GHjPrJKkxTBmNHJJgxig18umF2V9FreFIefjdNFC6WcbG1F4195Zj1QvJHtU5LfT/B46y5UcKZmZuQxETjqFXSMKSTo8eG8XBDJA61nO/67mPJK8cY9eYi/M7IsOhlbJ+zm7PfJaPLc/HTm1vQX66kYa836nIx7uOL+XrxC3juy6DbyHIiUjLZ//4zXMmIwWSVUZuSTLfPxajSszAU6PH+S87oiHwkVgfSax6s3zibj4elMzPy7y675KSVFzEP78nKScdJXz2GL688xaMvgukM0vHuhLmoD2cS+LsMxR4vfp61lZ1/jsOhcOGUweuRV4mXt/C3qQcvb38bqcXFawXFmGODCduaizFUiVXn/Eea+NdgN8eIn3fVpiQzYuYtTtxKQGwRkz7lKz6pmMiDs1EMnpDDlYwY1OViuk0qwe6QYNoehKagBUdePmuKs3kt7U0Als4+xtFevkKldKAJ7VUlrVEu1OVivO9ZkRltuG4JhoLalGS0pQ5cCxsQ7fZhyrpznIn9DxJlVjuhazp5uMSDkfEPyToVx4IZp/n5q3HYNaIuU0LV8nCqltnZ0Oc4xw0JlK2Jpm6hGUu5hsVjzrI7fRxhyRXUngyh34wcctJiccoQQuMI8bflX/zE5ndmCmfZECPmdjmiJsHHm7LwCJvyxuCj6aC71sDN43EEf3aDjtM9MJ7xp9+MHB7sjKUx4X++S5fORtAxGar0LAIzNVzJiEHaLiJ5TC45abFdq3dtSjLtIU5mjbpKZmN39kcdYt74VwDw21NNnLqK8yPCqJrTk86hrXi5m4n0bCBE2cSFmmiaO5SY2+X0Wmvg4Vo9Pb/oIH+BF9FpzRijPKkeLqJXQhmfhqUzJf1tJFYRssg2vA6qqRkiwunuIPWJg6Que4mfdmzh9eLncU614gryRdxuoWRmIP4ZVhQ5FTzcEIKyzA19rgNNQQt+e6rJOhXX5YTSXZWjNDipHi4ioFc9HvMtPFgbRM8dHfTe8wi11Eq5WdcV4q8b6qT3+koerQhh1qirjNbk8Xm/EbgdV/BZaDo+EhfTFr6N+50KkLvRlhBAY5yEFS/+xq/xocTcsCMWuThycyDupVLemnuMn1ZOROR0YfWUCFDrj3ewoGJEF7Hxv4//ddhNgHPLNnHu5EB6r68kok8lK2a+zsN6P6zRZi7lReNUCxCs1q0hSN5yZ/5n6QBCvlBswxprYvqMSxxZMJai1ET8bprQqs30nZuLS2ejPcSJ/F4JHcFChbc2JZmgfY+IWPWAmoe+KOut7MlP6nLXhK7ppGGjC7FZTPahOESdkL56DL4ZTWhLHQBM0t+hqZeSoC0ylp+cRd38QOzuEkLXdBKRkklOexAbX9iPaXtQ1/ZTW26nNUrIg4au6aR6uIgP7k/qWtUHBZWzJfmw8NxSB54SExv6HEeVIudyfiQWXyeuIfFol8sIOmsgyeNx15AmdbkYr7z/h7s3jYuybt//39csMMDMADOyIyCrCChqKpiiaW5pKWmZe6XlnuGSZdniUqkRlqll2oJLWSp4q7mlKaYgmqJsIqCA7DBsM8DAbP8H1+3c3/v1e/J79X/S93c99DXCNVzX+TmX4ziPQ3z2zmnX6UgcYidPBK0XHcVjFuRRkhJHSUqc/Z6uLxiAbK6VOT2fpGGLjdoEDXmNPpxYPZqi98JxqhczgfCN2HO+7HYd/VlvnE6rSYzOofBDLREpRiz5Rfbf3xYkZemYcxSU+7Dk3kzc7gmsm3KUzX2P0xIiZfrIa/ROKiDpyks4n7/L3AVvUnAnkNoXI7BJpZh83FCV26gZ5kjVzFDCe9VijdHjVGekNkEjQj0GEYoZEVGMSSVQnSCQPOkArostmKuqcdZ0UPqiK8t6ZJC5ZBDXzkfjm6VCMa+WHj1bqJsQyJSEbAAy28MofrsPd4p78uyRlSwqm0yXqxRLQyPLfz9L2pefE7yvjE1XJ+Fwzp28Fl/Sz8WhLpSxbO5xBirK6PCUUjVSRoeXhF/Xb+OL5v9/+6D/qAw6614lhyc8SetuKepZLaTmnCDxjZWoc2oxPywXS6X8Iso2xpP9yuf80enBrpenYZVLWPbtL+x6eRp1g51Rl1moThCQGQSC1mdSeigWn18daZotLl2HJmUhVavtYtCq+y2Ub5ChOaC0f0bwMhIyMwdpVATlG2T4T81ncXEJq07OFv9/VASvp58C4INdc1GXWXCq78IvuZSSLX1wTrtu/7xjkwT/ix20hjjZtXOlURFi2d0k4HdOhyW/iMqjUQz2q7BLn9yYGc2gQ3mcSU7AMLnNfn8gQhOP7TJ00aJR8IDpudTN90Uf7kbVFBPhX5nYfWQ3Swc8h9cpccp7uShMhJBuuhL4Lx1e+6rJ3RsNiA5zJVv6UJ0gkJa4nQemHhzX9efKgxB8fnXEodVMt6vM/vs+X/YNyc9Ns2dKaaeA1w0xg0V8UACeWjp3W6lvU9qn4AB6kyONH/ei00PG++9/z/Iz87A5WPG4KsOxzUrlWBsSo3jQaPdmsri4hC+XvoTJRUrTbAPWXFcsvQ2EbuzCa181Sd7nSUx7014hBXx8HxD9dpY+Mx9LfhGl2+IJTu/EL7mU3L3RtPsLyNrhmZnXqO9ScSm3N3JVF7MibzJCeY+tFeMpvO9HxLed7Dz6Ncv7TURQKKifEIw2V0/JS0psUrAqrAzpW4LRLOdOfiCBJ2y0+8j45YNtpLYM5synCfRekf//Rgb9oyWSNb+fwHmjGoBh363BOe065r0W9NPjqJikZVxeG6pymFL4ErsrRuKXXEpLqCOrb0yjNcQJh9GNONV3kRCfz6ppx+lIHIKtTiGaC+W4AmLmLFsRbQ+wwjfVon2gVkJHkzNe12FW1A07Nqk5oKQ2aSi7w0IJTcqy74Ye1/VnXepc5HrRtqI1xEnEINcWII2KYHdYKBF7m9E8WQuAfGYd0X+JRktWZwdCthfhnXINS36RHZusn6oitG8l/Z3LAThwcThuqZls7nscEANzsF+FXc6zabYBr4Qq1GUWapYHUR+voTpBYP/wvdQMUzHl9msUvRdOdlUAk7W3GRFRLJo7PdFK1Vgt8a6lqCrN6IaYuXU4BtX9FnwzbGR1BnNc15+62T1wdDRRNcVE7VJRuuXUgq0YAqzorU4Uvik+K8cmCU4NokSnskKC1zkb5S/4YN7lbe9bt/idIbsqgFsPAng0Vkr9UAtrfnyVC88m0+eTep5Ydpum3iIRQNIlBucvlZk87dRIZw8Z6uxHdBerGT3xL3twuki7WRMkqvXL9Ta6XWX292nSzYWUb5Dxdfmf2GTi0Cyv0QePn+5iCu9g4+upPOd6i+IWD6StUjTqDjIHOrPg+lyW9rxI5OfNhO4u5vVXVmANCwCplB63WzF92kZYaguKAD0yvZRA5yaKz4bw7ODbdPaQseO9r0iuH032pOD/grj+zvWPCtBbh2NYtWUhDxIVNI0PJ/gXnUgyPx+A2191ZC/fzu/TB7Hp7e/YFJLGo0sBXH0YjGdGPcE7RaMlL6UeYUMjk7W32fHdFLvLF4DcIG6dmJTw8dxUkt+aRejaAsJ+MBHg1ISTzkp4cA1uuaIj8ogI0TFZdb8F75RrLC4uoWxjPHID9j2/Lo0VJ50VdZkFo1Zg9qgr3Docw6enfmRbWRZe+6oJc2ug09ORmkJP0jMGk5EZxaJDaXT164U0KsLOkQVRr9fXpZVVJ2ejD3cjIT4f3ywVq07OxjntOgnx+WRkRuGm6MS51ormgJL6NrFOrX9CiTZPXASYl/Uq+lgjr4RlEpqUZd+aKdnSB9X9FoLeaEYfayR9WG86e0g5PmYHA6bnUh+vYWfKF1R1u5ORGUXhKg8C3zEyIqKYToMjABtqJtitK5w1HdQNEiuEAdNz0S2IR11mISMzipOLtuLQaoYL/kzW3ibu4nI6mpzx9WohedIB/M8KdGmsjD6xirLPlMQqKxg8OZeGWAHnOoHKo1HEnl3OwO+TaJuqx+bihEOrwOk/+1OboCFGWcX9NyOpPBpF5rRknHRWnNOuU93uSv1UFZoDShzlZjbUTCA0KYvKcSLWXbGiHz6/OvKgy5NN0cPwdmkjYmcN9Q+0PFozmEPx35KuG4j6uybOXRhA++pWilfIsHi7Y8svwZLsRek6B04+8Q34d/LLjUH0n1TAibv9GPTGLS4a+vCFbybNQ/0pfz+CmhH/57rZ/+31jypxT1b9Rf8vl+P7ZwcJu7Mo7fCgfqqKT64e4+2J81j1ryOs+ex1LAqBXcu/4u1Vi/k0eTcLUpehKrPR/mwbPw3cx5TLS4h8r562J/zsP9857TolKXEIXkasJgkjIoop2BWNW2qm2Iue0/H04RvkGvzIyIyyB7XmgNJern6ycY7Y660tsA9amk6G01SsIeSI0V4+gUiW/59+K2Uf9ibow3vcOhxj93d5fHntqya7KoDBfhX/Rym0uFikvD0+TLKrApD96cpHS1LZHRZqL98fwz7NUTZkBgHPW1b753tpm3hwoRddGis+kfVU17kxIqKY6jg97WeCMe8Xbf2iFuWR1+hD4yM3kNmYO/gaqdlDQWbF+b4jm19NxUPaxuZnZ2DJL6JlbjyGyW34fS6nKsEZnmhlfkQmZ6PVFP84ACdlF06n1XR6CMjEDUAMAVYS4vPttERbtxRnTQfdXXJ6uOtxXwG2mnqsej3SiFCKFvUgIT6f66dicC2xcmJrMhPfXU23SsBBb+Popm1MfW8N9cPNaK/L+GLdTow2OUsOvU7Iz028nn6KB12e/D59EEY/FXULO1EeV7N43VF+6u2Lb5aK7KoAuOmKY7yONr0z7q7tdF7pgdUBpJ1gk4JJZcPsYkPRIGH+zDMkqu6y9Om5tPX1YO6mE3x6YzzLBlzip7InCHNv4Hp2BI5NEgQLSEzgu+3afz3X/5Ul7sQX56Mus1I1wpnMCaLj9aOXgngrYgRCi57k56bhO70M75Rr9uD8aM6rKBrB43I1geu6mHYoibB5t7CpXVi/7TuaZhtwqexgcXEJCfH5eGvacFKKdDi31Ez7hos+3I2zdX3sAQbisKZ+gITKo1EkvzULt9RMO/Onc0IbwqAYOrrkJMTnI2vpJK/Rh/fW7sdJZ7X3iyVb+pBdFYDTozbyGn1Em0REJ2+AqrFaquP09hL2cfn8GPL5YNdcjuv6o7rfYg9O75RrPOjyRKrVYDVJcKrvQh8owjPJkw4Qsr2IUR/+Sd18X34auA8PhQFtngVlhUQchv2bxlh5NAr1Kjmur1ay7t39IlxxtQfq+zLkDTKOlMSiLpDjrDbi2GJj5bUX2RA8gKcP30DoH4Vhchub+x7ns4Nfo7lnwX9qPjvPj7UbRBkrVEi7QXPPQuaq7eIWy6QDNBiVhM27hdDkgLpAVFIYFlxKT1ULhSu1tE2Iov1MMK19tQScMbPF7wxBu+6x8INjPLN+NR2eAsI4HY1jjYz99i36LMlDcLDgdaGac/oYPly9AEWTgCW/iIutkeQa/Cha4I5TYS3+U/PRBwq4STuoTRrKW95nCZjzkLXzfsHnjU78PZrxmNPAhOmZdPqZ8b7eSYe/BWwgWOC1Wb/hK29GJRGomuSNwU/KdFUpvVc8pKTTk+19fubW75EoKyQoGmz4XDPS7fr3k+A/KkCFDY28tekAJpWNgvX+VLe7cmD55yzKy8fmpqI2QUO7yYGphfWEri1g4wtzkJfV4zJJHCLR2ESvdZkil3KBOw0WNZv7HqffnlyC5Y2UbOlDl1lmH1iUbRRZOxF7m8Xhy+hKtHszSYjP56eB+6iO06NoEkSbhvstVB6N4tr5aCqPRiH709UO1RS3eKAPd+PdiN/spWinVsLmvsfp1Erwd2vFkl/EuxG/2eVMhKs5Io83vQqA3WGhVMfpkRtE3PLW4RjG5bUxYLoIL9XHaxjsV8Gu5V9ReTSKfUXxVM3tTeS6WkqnKRg6Jg+pVsO7dyfjdcpEVj85lvwiEtPeFDMEYB7WSmiSqOd0/VQMg/0qKHrHmeb9PVl1cjbaOwIdwSbmzT+DxclGR5MzPSc/xH9qPv3m5fHtsB9xuuzF2Wg1NSNd8dgrTsPf7j8B1f0WSg70p/eXNSgC9OwfvhdNWBON/W2kbk8m+sIiNhc9w8/1g6k9EISsVyAhR4w8PTvL7keTkxEOUhsdnhIuxxyh+mkr6ft28PL4V/kh5wTb8sdglYHfhVa6MrX4HnVAboCHH/VGlaPgtXMXqOgUSfXmYa10JA7hxO1YkrzPiwMqq8jvHTIxl6QLM3EY3UiRyZOKFbEc6hdC/L/uU3Hfi/LFkXg6tBF4wsbDKY54ZEv4dU4K4ft0nKjpy8eF45mUOw/BAr2n3+Ol8NHsyDnBRPccXv5lKSMm3Mb3QhNe15pxLK5l4ZS/z8f9R5W4UrWa4nejCE95wP2VwWxL3M8Hu0RToVNJW5mxYhWrth7ki+Uz2LJ7F9N/X0LoATOC2cbDyU7I2gW6gkWxLrw9EFr0VL4YhFO9Ff3zeruA1uPsdCm3N/6/iRYJhgCrXUDsMSvHpukmbN4t2s8EU1PoSWhSFh2JQ9BFS9E8WUttk5qINfWYq6rFYdTCBpqueiPEttpJ851aCTEL8ijcEcWi9cfYWzbsv7638I2HHaucrL3NB7vm2rdNAHvZ2zI3nj5L8uxE/JItfXCq76Ih1hlltYVVWw/Sz6GWp4+tRlkhwTtFLKnG5bUR7FjPcV1/cvdG0zmhjcF+FUzW3uZ2RyBZ/eR8Xf4niwLF+6pNGorTmHrqyjX02VSJKciTxr5OWBQChgArigDx79gyNx73QgMPpyh5Z+pRPvt+mshlTRDwzbAx6sM/qegU+8Sd58cC2NsGY4cDEZ92oBuooc+SPDIyo3C9L9BvXh7ZVQE4XHSldbARX68WwtwaqFkcQPFc8Zm5hjTj+YEMn90V5DX6YLzUgw4/K2mJ21kbNZr7m2JwzxfwzGxCH+5G6NoCO36u0NkwagUxeJucCX/tBr9UZvJxQzzHzsbjFq2jqVjD2vH/4tjc0ZQkSbHo5cwakkWVUTxYa0dZsJ7QIHm2iW/unWNh5DgEP28s90sp2xSPSWVDFdiKJdMdszOY1FYGDiqmdZjuv577/8oSt2p+NB9O+YXWH1yQBhnYM0wkEfh+k8PcV1fQNNvAUEUdDmducKMzGPdbMhxK6mjs64RbHx29UvJwfKig82cVli/bqXwxCL9zOt7+8AD+buKJWpISJ0IJcXrCX7thZ5S45wu0BUlR59QSmpSFb4aosSvVaqgp9ERZIbG7l/XceA2X8Q9wKHTm3uoAuOBP1RSTCNoHmDBWqChu8cCh1Yx2b6aI13XY2HB9EgCrQ84R5tZAdZ0bTbMNFP84gOo4PatOzgZE+uCKPn/wx+A9gBhk2r9ENYR2bwmXi8JwXlaFcDUHZbWFxI3nSX5rFkufmU9oUpZdyuVxpgVEY+AFeXba33Fdf66sicc8aiCLAoexuLiE7vGD2L/icyI1dUR+1YrnUT2ylk5mLz2LeVgrIJati4tLMGoFbDdyCXo3k33vJOJSY8N1RQW+GTaaZhu4+OEwMjKjOButxieynh63xffRf2o+NDpStMAd98O3uJS111kYAAAgAElEQVQTSdAJERe+dTiGk098g7JaxJirHmm5XBRGxSRXO0TjudGB9iAll3IiUexzR2KBTyb+xNv9JyAoHPHMBs+0Isqe19IWJKW4xQPHJgkDpufiWtpppyUKDhYe/tSPEVtWsc4jk5ihJWicOtj8zGG+KHiKxn5Kwj9oY/foVH4t6g+ARt5OzYJYkgLP8+29c7zyygpq5/VjwC/3sTw1gJDPCsCtG32LM9nLt9PrWDP9nyhhnd9vfzsm/lEZ1DoslpLZDkwbfIP8Me5YdE1Iw0NAEHj79BE2zXkZxce17Op1hGe3vkW3Smze1z1/lH3vJNIQKyXgnOhCXTpNgSJAj88OR8rHOzJsZB7XT8Xgfb2b8gkyIvY226lv978dRPhrN5BGRVA1Vkunlw2nOvGkNVaoRDuIfzONdNFShNhWOg2OhM27ReXRKDtGCiL0cutwjHhKN7gQvihbpPNl2HBOu87wu0YyFsdRtdKE02k1zVE2ccL475/zmB3kd07EKBuMSkwja/DNErE6dYEcdZnFznJq7uuO+qcsO93vMQPqMd4LUPnOUGRGkfSwautBdoeF0nQyHOGIlsanugibd0t0kb7sjn96FW2x3sjbLZTNsuJxwdGO3T7eL33MtNqZ8gUz/povEtpHW2k87IfyK1fMThJWbT3IqpOzmT3qChc/HEblOBvqIpn98FBWSJAabbg+X03bEV/0gWBx+s+7GNq3ksoWERYzVqhQBIhi4ValBamLCfUVJzx2Z9qV+qNGlHC7oBdRvR/Rvc4Ti0JGYz9HDAHiYCzMrYGCXdH0uFBO0TZPsXdXdmGsEDPz+gnHOFI7EKW8i7Jd4TQ/14H8lhJtgZm2BW2YrRJCNDq6rVImeuVyKnEI1eM86T39Hg2dStb1OsV761/DLf0uZT+G0OOQM51aCc4v1GLocsDjuf+WPvlfmUHlxdXMH5rBjfVPQA8N1Wl9qJroRelsDz4tf4aWMCfMS1xZXz2BXi8W49AG4UPL2Hj6eRr7SjGHddAU6YRwNYfTzydjLlDTEupI+I5ySrb04dxrWwncUETvL2uwPXyEb5aK4XeNhL92A5mfrz1ge72dKVrA/+nKynGnUOU3YjzihXPadXp9J3qtCE2ia/Jgvwp8s1QkXZrBqpOzmay9/Z8SKqwaaVQEoUlZ9jK2tMOD0mkK5kdkYlIJKCtEXDTwfTMyP1+ORe3HpITyDTIma29jGllDbdJQMjKjCH/tPyLIg/0q6PZwwf2vBiqPRtnLc+e06wz2qyB5kmj425E4hM2vpmJSQujaApLfmsW4vDbar/fAKoPPh/6CVKvBmOtG5+B2yl7yw+ArpS1Ajl+6nPGrMuiaMAjfLBUHdo5j5/mxbCvLwqXCwIy/5uM/NZ/6GRpczjih/ciR6idlqO63cFwn9qNHSmJRXSgk8q17+KXeE2GjDBsmJWgKu9Af9mX96v0seu4sygoJygqJ+BmXVrx3KpgWmoNN002P711E7d4PqwhNseBSK7KpGoxKzL2MlP0UirNHOx4KA+UrRDzUqd6KtEtgS/gRAOqHm3nhwk2GB5cyJ1ZcIugZVYtVYWX7rmm0f+qP2SqhbqQFSlyYMuMKr392lG6zlFfCstgTfIzqY0H0lOsofsUDWbuNv/6MoL3bgaNNg3D99RYtU/qiuKSi8hkrbcGgdjTSWur+t2PiHxWg27PT+PPVJ3g1OY0hvxSwKvJ3vn3jC/56JQVeMtM1pYX6oRpqFgfQNV2K1QGKrgfh2bsBY2A3AT/IeH2VSE6Y/+ZKfp2TQqeHQOHH3jinXWdiylvcOhxD8Wu+CDIZ1e2uXOmrQKrVIBy0EXfHxNLX04n+S0L5BvG0P/VUJPqoHjjpRO9Sc5W4CeOeL6oj3DocQ+7eaDyvyEiedIDjuv5s7nsciUEKoyvtJARpVIR9GJIQn8/ZaDXeKdcwD2vl1uEYQMRA11aNR24QxaCD5Y2My2vDO+UaCfH5lKTEoS6zUDdIfGwV4x3RxYn2iDUv/Efn6HG5XHk0iuoEgc9Kx/Lx3FRKtvRh1daD7Dw/FrkBFNPq7EMlWZ82nuz1AM09C+3D2olbeAvntOtkz+vHo7FSsqsC8P71PsoKCQeb4zC5KuCmK/e/HUTJq750LNIieVBF6NflFC1wJ8hJR8U0Pzb3PU7XE2FULI5GUCi4XBRGdYLAz/M/5+FkB5x0VoYp6sg1+OGV3YEhwEqMsop411Ic6wxkNfbCSdlF4yvt1CwO4JnzudxfJkeVUYws9wGFtwPpvbbOTp28lNsbm1Wk/HV6SnhyZB5zjy8BIPy1G7hJO9jid4aJ6hz2P7rK9xEHeGfkSVSPLAR9eI9KvRsO9TKWTfmN37c9SZ3JlT399yMRrDx5ZSmt0SaSsqbjXggT38jA6mDjl+gfKJ+ioWz9QCa+fQl1uRm/njqeHJXHvZuB2DR/Hwf9RwXoWUMfZh44Q2mXF4fuPUG3Tcb0PxYzLfE16iaHMKXXXbTfZoIEKmYHc2hFMkEnjcj29EDj0YbBR87vukikRisNMzpYmrQCv4wOu4qAd8o1lr6eTuh3tRR91IeSu/4sLi6hfI8PhbcDcZV2svX2WGSS/5Rhg85VMfT96yJP1mZDGBSDzM+XmAV5eKdcwxBgRbs3E7fUTHaHhVI/VWWnAz6+QtcWULTAXcxqoyvJrgpgcXEJugXxrOjzB94p19CHuyEMiiG7SiTUKxptvLopib2Hx4tb/i0eKCskVE0xsfWF/ZRs6cOMCRl2CqCtToE0KsLuCGfTdNsz6WifIjZtmUNbkJRNW+bY+9SaQk/7tpC/WytXHoSgulBI6CYjp//sT+vsOKTbm0mIz8fdpZO2kaHogy2YrRLKnpXj/8k1e1Yv3yDDODAYc6oETVgT14f3IOK5+6z9eQ7P7rhAp7cVW3s7vbe2A6IXjLJCQru3hCFHVonC22X1JE86gEZmYPuhKXR7uNDWLYq48ZcrRcud+KliECMiiqmbGoE5qheKAD1tg3siM4gL+QN7P6SXp46IDwowK6D8fVHZ/THuelzXn/gjqzjVFss1oxdTtr/FJ9eeYfB7N/gzI5qGoh70PN/FF3eeoj7eRqhjLR8PncCDTg9CUixcnpBCRFIF8g4rTykLiexfzhcNCdi6TajK4Nd9o0CAM9GHqB1p4sb0z+m9vORvx8Q/KkBPjwxnkKKCm88FMzTwIb9WD6TPu5U09FcSMe8eFz8cRtOr8dQMd2X5q+msGTIZhwd1Yl8VfRCTUqB9jpLqud2Yqlzoty4H4WqOvXd6rkDHp9njKVztgcwgkDp5F0mXZmCsUBGxt5m09WMImZlDvLJEhFbG1TJRnUO7WWTQCL168uhtKxUzg6gZLmasx8OPHeWi0rjNbGbns98j1WrsfWl2VQBWpYXdYaFUHo3C3aWTpEszMKkEtpx5jvvfDsKpvotHb1vtU9v3V+6nOcqGENuKp6OoRq+PFRk9x3X9Sdx4njPJCcj+dMWpXrwXS36RXWJyREQxGZlR7A4LJf2HEby3dj9yvQ1pt0h+8M2w8fvzn5GRGUWAUxOLAy7hru6gYkk0VoUMn8h6bBKBR8d7MVl7m5pCT1jQgGAWyFnTn4hPHxB7W+zfQ7+rxum0mrqFnZTc9WdG0E0saWpU8i6C1mdyR98TZYUEwcUFoUVPxF5RClWhs+FSK06GNz87A8+jelaencXPc8bhXGNjYMotpIKNwiYvAr64g6RVhuNWd7KrAmiJtOGX8gCP75x5d9sPBK3PpCnSids3Qym564+gUiIzwsMXxDbi8bxghFsRS8ec40hJLLsrRjJgei49vNooNXiw4/nvcM8XWPbtL3w26AgyrZEBjvXID8PtzQNYdCiNSx1BlL8WwdYtu7nR2QvTyBoGKMtpGRWCqtJEj7wuliYfZtqUBdjMZhK+WE17Qu+/HRP/qADdcTMNKwJmH3fiXUuRPdfEJ5npeF2sRWd0wSPpAfIOG1dXf86vr43F2C+A5uEBPOrW8vrnK9AUdvFwth/Bn1uRdgq4yLrYVpbF7yOCUJ6+Q0WXuA4Vvigbz1tWNgQP4OzY7fhE1vN6+ik6tRLkl3z4rHQs1XF6qqo0TD+7lKxvRE5u0QJ31EdUuJVYsJm6ub97MA56K9KoCB6Z1cTeBv3QXhQY/XA4JueDXXMp2xhP0GoD4a/doCQlDmOFCtf5RgQHCx8tSSU0KQv/3yQIV3MwVqh43+c028qy2DNlIqFJWQS+b+bIpTg6tRI0VxxFLuvhGHINfjjorehjjcjL6gk7IEIYpdMUvJ5+SsRwA/R20sC61LnELMjjnfX7efeuKGS1KHAYCfH5pP8wgnfvTkanU9Ie1k3VKFearnpjmNzG8Jl/8e53c4kZ8JAwtwZyX/gSx4omBBdn5muu4v+bBJuzAq/zlXQaHPHNsLH71Dh8XVrJrgqgJCXOXhXoRgZQsN6fogXudCQOwagV7IJtXvuqKdgVTZ/oCopnuqB7sptfbg5idcg5Os97Yhgbbe+zN/c9zu/PfwZAc7ick82xtM2MQ5vXTu8va0iIzxfVLcosSAxSEQnIUuE/NZ9Pfp3KscpYEQar8bDvknYvceOrylE0R9lYdXI2bRYFJr0DI46uZpHfJRZ9eoQHXZ588MfzDJ1yhxudwVyo782O8qscfP5p3DPK0PvJkWfk8u2jBKpHqOk41ROTChQns/92TPyjAnRNeSLPXl6KrK6VLwqeIv3+Jd4eMxOTnxuCYKNzmZYftiRTZzFTP9CZuiccMLoL3NIHYJNBt6sM5xobiw6lYXGycVMXwDsjXqBpfDj3Pu/LtQ1DqBqrpfjHARh8pZSkxHG+vTfOG9Uc1/XH9UE3HgoDLuMf4JulYmRUEZGfNeCksyLVanANacbkIpC48TwRN+Ucn/AlbUFSHHa1cKczkDOpQ3H5LYdcgx/dz3YyYHouqnKw9FAj6xVI6uRduOcLmKuq8UuX2wPlMe4KYtC8tG8lRQvcKdsYj9e+anrcFonjJpVImpjy8mWuPAjBOe06fuly7q0OwGdnBbYnY4nY22zvPwf7VZAQn495WCtdGtE8atXJ2RgrVCK8dMGfjMwolr6eztlB3xD+lQlJm4yQSaUEHRPdwnN0fqyZd4Tixh5cPxXD0srR4OhAxfO+eEgE2gKkdPZUYy5/ROS6WlK3J7Pt+f1s8TvD2igRoLfluFLc4kHk8nz6bK1HUS9izx8tSUVRL8FV1UnJlj5o/2qy6/qmDDuMskc7yW/Nwj+9itC1BSRuPE/lUw6sS53LnMK5XD8Vg0Jno6eiibpx3bR/aKC9t9iT97gtoMoQudRO9V0EODUhjYpA1qeN6jo3MjKjSAgtERX0c115Pf0UC/yuMCUhm7mjMrjaFsZHCWnceiGFxefn8d4fU+mjqMKlTIa/opmv7oxka/BRykxuUNuAzWTC83INZesH0vaDP4IVpvjdIWRvBdKIv79y9o8K0OYuZxYOuIJV5cSXsT8zJXwkgr4di6OUnSGHWXj0JG9MXcisdatRV1gIPK7DY3cmPRwM+KXeo7GfFPnUeoLljYQcMeIoNVP5fE8EK0SuL7HzVXtvbSd2Ti5WJytfpE+iaqWJW4djMPg7EO9aStnhvmRXBVA335eSTSqaw6Xg7YHxhhav0+WcjVajNyt4YX8SRo2N3Fu92Ht4PB63jWy49ycFu6Ip+qgPl/IjUEyrw/ZpM5N/u8HybUsZvVSEBuZ8fAKfHWLpHJqUxeLiEtISt4vKhHkWQpOyMAV0kX08BqNWsIuATdbeJv2HETgUOtuzo2+Gjbr5vnR6OtplWx4T20u29LEH6tKkFSgCxMxqUsLigEukJW7HYFEwP2AYxTNdsGm6cXfswOzmhPJcHvqz3rhJO3B2NBH+dCn1U1UULXDH74ubTFyzEnWFBadHbWx8eIPKF4NYVPISD7o8GXIiiU3HXuD088nYpOC41V00zp3lS1eMSKxfdXI2PNFKdI8anOq7KH1Jg25BPMoKCc5CFyEaHQ6tZnRDfcjdG83ZaDUhPzfRpbES5taA3ADvrN+PySbF8aGC9hPemFfoqB1txS01E93ECJQVEkqnKbjT4o/V2YHBfhWkj9jF7FFXyMiMImZBHnHjxXtJfmsW1xuCOP71CNZ7n2fzkRcY895KkNmQtktY9d182oPMjFPlMjy4lIIuHzaueZWS1RHcSw7k4SxfMl9JxioD93smjFY5Fm93yqd6/u2Y+EcFaO1VP/b8PprKcRrW5E+j8kAgBR8FID93E0cB3t89l5on1Sjm1dLUW0rDYA0SlYoWkzOto8PpcceC++xmfKUWhKs5hKvr+WLZ15hcBN7KvoTXyQf2gczlojAknRJ6rcsUdXeUIFhsZLaGoDrvwoo+f1C0wJ0DQ/bhm9FO4RtqOnt1Y20RAftLOZFILAJmpSh34n+xg56fFrO7bhTaU0VowprQZspRrndhhl82P694hh/WppDTH7b4neHH95+l56fFjMtro/KdoQxT1JFSO4alSStwXlZFSUqcqPT3RCttfUwoK0RO8KqTsxkwPZeeG8XJbnWCQLdKwuvpp6gfIME8aiC1SUMJmyeuUa3aetDeZ1YnCGgOKPGfmo82z8JnpWOZ8dd8cg3iUoF7voDQ5EB1nB5ZQTm2E27oY41sLnqG6B415N7qRUeMH8mTDlCz7Ak6NRJkS2opfUnDoq1v4P9LGdI3XNhXFE/KmEOY/bp46c6ruBZbeTjPRklKHDNfuIj6iriWlxCfjy3HlZItfahaaULaLeCks2IIsLJm52vc/z2EukGObN7wLVa5yHKqGqsVv3ecno+WpNJicWb/8acAiJ2Ty+qQc3hfkNhLaPOwVpInHSBBW0zxTBcma2+TUjuG6wsG4JshkiPiXUtFDSetyFW2KAR+aw+n14c3iFqUR0z4I8I3FeHYbKP3qjyudYSR5H2eSS41olXk9/Uo7yrwG/mIIQdXse+DFCwKCaeqo3g4WYlzzd/nGvyjlOWXfJ2Js3cXVTd9iY0vpTwzAMEkwRbQE/WgRqoWdKCQu+OYXI57cRfOuTUInlqGzCnhRkkYHZ4Sap/RcPTXJ0lMLeAltxss3bAcB72V3/4aBCo1KeeO8udGPwS0WGUS3P7S0Xo3jIaBUnr+1szDhkBaRnUicYbtgw5xqT2S3BsRYJbx6bSDnNONZeWvl/DybiO3OBC5QcLmkT+TKh1CeaUnimUGitaF4vGTA+1+UhTNUBDrxkO1G717VXLJOI7914bi2GbD9L2ch6laXJpkfJs/grZgG6unp3PzCRm/7PmZswul1MeHELY0G2XWI2SmYHzPt9C+x0jxx/3QXfOm5/lOOrzlHG/pS8iRdoyejnS5SViz/w/uDBG4fTGeqKUPuNkYgKHRheTlezn/6DkcWs1Y81TETCihut2VcW9VUnIqGJsgpWaxB+3TnOmtrefZoFyqu9zQJzTiUemCeUMrjg5W7uUEoSnqJmh8JYbTHnS7SmhaKKC87Uh9jJxzd/oTvuw2nU6htD+nx2qV0uuQFcsII4azPfA7Xkv100rWP3WMa8E+yI5o8dqRSflCUYHvk1n7OdUeQcj3rfzg8iReNy2YXMTtEGGHDFuDjtuHQjnmOwztXZi78Cyj1QWs2/UqxXoP9IECLyZm0PGyM5UT3TlyOZ5149PZnDcBP3Urdbm+ImXSWcWVR2Go70mRWGHgC/kMGXQPtdTISb9RrB+UxkBVGTmTglF82MSKv7KIcKzhcMsQNr8/jU4fJ2qeUtFzazbtL2kw3VeRlhWPgx7qA6XYDHIsCgHXjEf/9b7/r1SWv2/04beCKBybrdyp92X99F/o0a+ehKXXqep2p3rhAB7Ot3Go6HfM1bXonwpnyr+y+OnzcXS7wqHFn9N7axnKGjMvqu/yUs58fvpoGy6VRjq8BXRRMqZlvU7dhEAEi42OADMV+3thUonapWY3J3RDzHw26Ajv+5xmTVAcO8+PxTntOh8tSWXPhDG0P9tGvVlNRacGs9KGMdTI6/96zT7AoIc7vT+roGKcOJyQXfyL1u/9CU3KQi010ukh4P1LEau2HuTTUz/SONwXYUMjnplNyKUW9kyZiHnUQNL0fSlJiSNibzOLi0uoPCouggsteiy6JtzzBbxTruGXXEpzlA2rk5XimS44p13HO+Uau8NCsT0ZS9ECcerpMv4BCfH5bC2bQNNsA2XPyu1+ML4urewrEt3RBkzPRZWjwFihIkZZRbBjPSV3/fHNUnHvLRceNbiT1U+OV3YHJheRJsnMRtH7psWJ8vFOqHIUSDsFDCcDcDDYUB5XY6t3pGZ5F9lVAbQFSWmK88Fl/AO2vD+bMLcGHPQitBV2qF3UcYrtR/qIXdTHa5g96goV46SYnQXeX7mf19NPIfPzpe2gGxGb7qPJaWbv4fG8+eNrdswY4OihEdiUzpRs6YNjk4Qv9zyP57fOXDsvbiyFODfw2aAjjIgoxqm+i3YfCUne5zlwcTifZo/H6mjj69qRLLs5g9uFQUy8fI+U0EgaLCoUEhOdHhLMCgHv6yaKdvVH8o0H3dEdaArNdHhI8NS04VwrMGRi7t+OiX8U1a82PRKDXkGobwOMqQGrhR3lV/lWN4zTh+MRbDBj9gWqu9woeT2U1t4q2n0l6KO7iPzMwC9nfyTm3DIujt4OgN4m451hUxEOWLHNEjAFeFAX50JbdDeRbz2gfI8P3jsVBHx8365PO/i9GyhlXZxJThAV+F6MozZexES9sjsY/00Gh7eOQz6zji6zjKZiDaFJWcTehvOPInD5XuTX+n0uZ23qft7Yu5COYBMrh57j6wMTCfyuhKK3g0mIFxk4Fjcli345zu6wULsMynezdvL2qsU4p11HGhWBZGcb1qldWHRNtJ8JRr1KTtECkZ1i03QzIqLYvtM4eLK4/eLYJNoh+mbYWLX1IMd1/blcFIbQ5GAXJRsRUUy8aymHl06g7FnxkPLNsKGLluJ9vZv5O9L4+u1pDH7vBpd3D0HaDdpTRdBDQ0OyhI4ucVWsYFc0zRM6CF32iLaDbri+3I5negdXy3oR7t1A4W0RrA/zryfarZq1nlcYuWcNQybm2sn/j6/iFg9c5xt54rdy0n8YYSf9S7Ua9AkiB/kxBXBFnz84GulJSUqcfZE9edIBvp6ZSMK+bC4kDcMmFZC1m6kb7MyFlduY1fNJ8bD5Ior6wRAz4CG67UG0e0toDbdhVVo4PmYHM/6aj0RiY1pwDoePjKTT18ygmFJuFATjc0FKzVNWXMpkBBxvwKpwoFur4OB3X/DiilUYfKQ4N1qpjRcXBB7vyP7P6/+W6vePCtCjlVk8MlvR2+S89uUKOnxsONUKKEY3oF0nozXSldhVOZzJ7EfEXrEXtN69hzS0F4+m+NDhZ0VzV2DV2z+TOnEklpKH7Ci/yvSta/BNL6PyxSC8stqpi3PBK/s/nN3H2a/yGSuR29uw5BcxLq+NMwsTMLvIGL4tk6x+cmxPxqL8pIqOFZ7UfGBlacRlPrk8CXWRDJNSVFewabqJXFdLZ5Qvw7dlknoznuVDLnLgwSBaS90JOWJkbep+YhzaGHLmTcKDazgYfpi541+l/DktmnsW1NmPqHo+CL9j4j1/tCQVgA2fz8H7WCmCTMb3Wb8y9Y2VtAVJ7UR2zQFRWeGx+BiI2kdFC9ztKn9VU0yochR8tCSV47r+ZFcFEPi+GX24G21BUrxTromiacuqkL7hArUNTPnzHpmtITzlVsgHVxJJGfkTyW/Nsv+ukpQ4XO8LtIbbcCsUMD/TQluDEqmLCZcbzvbtnMd6Swnx+dTN96U+XoN2rzg0e8fnDAXdXuwOC6X4xwEoShR0acTl7gajEutSNVVjtSQtPEKTWclXf41EaHIg4KwF56J62mJFRzinCjkzX7jIzeZAZBILs72z+Pqlybx5+Ahrd85HobNhmNyG1zdO9P/kFukZgwk6YaLsWTnKComduyt840HlJAuSNhlPP3mHixdjQQBJN/QYVMdYn3sUt3ty/5tIHNusqHLraY/0oPpJKU71AlY5XFy2jYJuFektAygcaP6v9/1/ZYA+OBSLTG5BuKui1w8VNA3zx+AnISrxHg/2RCDrshHxpli+3Docg/+v5YSk13P3g1iSv9rJ+gHj2J5zkuUl0ynL6olDi4CsA8zOIB+uQ/IvUaYkZoEoPfndeynsbRzOvRVRyFo6Kd8gw+m0GsW0OlaHnGN3mDge981Skbs3GiedFdvCBlw+VNLh40TlJAuRn+vtwltWOVgUAg6jG1Hscyd0bQGXciIJX5SN/JIP+cX+yBtkeA6ow2X8A7jgT0O7C20GJ0JTLEg6unnx6B9s+WkazzyXRfamQfYF8f95PVYdfLyX+j9J/Y85v48VGurm+1K0wB3fDBvVCcJ/raI9luNUVoil7WOFhY7jXrSG2+yEdVuOK9o8i91Txv83sTNqmm0gYFYphgn9aJptoKPJmV6/2jC5SLEtbGB1yDmC5Y0AvD1xHpb8IuqXigvpjzdWHkNMP03ZwYz05cgMAtJugZ4bxXvULYjHSWe1wzIf7JrLgOm5JHmfJ+nVpTT2c2TA9Fy2+59j5pCpfHL1GIlpb+ITWY+LvJvakwF2uZovls9A7y9Du1dU0eg5+aFdDtQzG3qvyGex10V2141isvY2u8NCifxLRlZdELafPDBMaUPtbOSbyIMEymz0T38TdZEU72utCPmlGJ7ph8upHIp2xrD3qe9Z89nrBM0ooaxF8/8GWd75hjNernpMKhvG7yW0hEtIX76VW1cisDjCxs3fculWJPUvudMW1c2D+YGcyO3Lka+389LhFdS92Bs5NqSJbYR+/Qj/8y0ggFUGLeVubHr7O0Bk9nR6CLw9cR7veV2ibrAzXvuqUR1Tod2bSZhbAyCua+kWxFM/VYXX6XISN55H+MaDsolirzcyqoh7b7lw58domqNseE5kZ7IAACAASURBVOzOFJ2wNykAyMiMYmRsITI/XwpvB6IukON1w4rwjQeP1g+l3eRAc7UrTredaeynpPw5Ldvyx3D81W2s9bxCdYIgWiysHUrV2qHoFsRTkhLHqq0HWVxcgubAv523/505H/97/VSRfH+5KIyy57WEHDFiW9hAWuJ2u5bvY25w8qQDdvgGwGX8A1xqrbjnC2wLOYK/WytyA8z/JA3vlGtEbmmkOkGg3Vsisp4WD6A6QcDptJrgn6yUT5Ah6xS/454JY0ipHcPexuHQ1c3Dj+PxfL6CLs1/AnPpmHNE7G3mo1HTRGWKDoGP56ZSmzQUmZ8vzVE2e2bf/sYMprx8meyqANYExWF9p5G2CDEzvVk5FnNVNQ9MPQjtW4l6mY2Su/4odGIC+qH6SUxv6uic0Maj9UNFBUSDihnfrCR50gFMLgLZVQFUm9258iCEVSdn034mmBjnSuofaFn67q90tClwf1nP3sbhxJ5cQfgP7bRGm+ixo4rOUTEodN0Uf9of51IHfm6MQzmlluaPgxjqU/a3Y+IfFaA+Ga0M1FagLBdoPOXPsVc+Y8LBNVgcbTjobeitTkwcdIeijzX4nJfhUmXj/tg9JL6xkrAt93BstbE05hlqZ0XxzdWfee/YAXyPVxC4M48RgwrYMWI0nplN/DF4D34ZHUz89RpjPl/DgOm51CwPwvVgFmUb48nIFOEMd5dOTCoBz6Pi4ve+onhU91twqcauNh+5rhbnyXWEJmXRMjde3O9cLKNTK8HqZKW63RWLpzuhSVn0uNNFdYKoSK/NsxDm1sDzg25iUYCmsBOjpxXvnQoSb77OgdYYFAFidna/byFgdx7avZm8MvoSe6ZMZNfL07A4CpidRCW95EkH2Fs1XGTBDO5Jt4cLQpMDC6afQbiag8v4B8z5YiUgZs7HeOnan+cQd8fEnikTEQaJpP2m3lKaRxpF9++7/ny0JNWu3yN0duGbYcPnX+XEKKswamxEbCiiOcrGo6fFDR+nR23ooqWULPAG4PqXT/DLpZ/wumGlssWVBdPPkDp5F8pzeewrikcf7sbD2X7UT3FGWWXji+UzMARYmfx7Dr4ZNjsTqGFBB6mZT+I/VRRSC1I1iawwRz2Xi8J4/8Et1v48B7nUQvkWZ0KTsnDQW5H5+dLY6ULVIy1Op9X03HiN6jg9TcUarI4QLBeHdP5T8/l27Ggi1tSLXN79nhx9Np6fJ35FgLyJ609/iW5sCCey++Pu28rDySpCD5i5WhBKxTgp9QOccC0S0NyzcO/TaBK8StD7y4h0qf7bMfGPCtD7bzhy8rcheO68Rtjz90n8cTW91mViVZtp6iOgEEzc+TgWX20ruhiBga/nEJs1F/WdOvDuQe1wG/fXRyExwwv581i0exlViQHoR0eSfTyGsi/d6fJS0m4VJRhvton93Z0fo6kZJq6eBa3PtNso1BR6YtTYyMiMYt78M7i7dKIPd8O9qBt1mQWvMw5UvhhEmFsDxT8OoH64Gc0BJb5eLTRH2QhflE3HV34Uz1VReTSK5ggHEuLz7Wtt1e2u/H4gDucaG60hTlidRGHtwX4V7MgcjbFCxa3DMdQPkFD0UR/Mowby5ysDKZmjIf3wHlrCJKz9SFwr+3pmIiCSHqoTBB5OdiA0KcsuTqZ/Kc7ed//Pa8tL+zlwcTiW/CJqhqmQBfbE6GnFsUjUTEpL3M7usFC2l10jIzOKT64eo2qKic5IHztx4OkrokRor3WZROxtxmtfNW/OTCdkwx2m9biBwV/g6bVvYnIWUB9RMUmVyx+GPnhfkCD701X0pnGwse7aaUwuYHaSEHaone2HptA020CnVkJGZhSb+x4nfFE27z+4RckWUT+q8mgUs9yz0GoNbB70NLI+bdyv9aDnp+Kr7VTfhedRPbt6HyJijxF9oFg9dCQOITQpi6Tp6Uy5vIR7b7lQkhKH+WE5n1w9xqArOq5s3UnRUi9eOrmMV/98mbVV47nwSQq5z32JcEqDrEOgYrwCv9NSHH3baYs0cWrdNhRN3Ui7rPx6chg2KdxsC/rbMfGPClCJ3ErI9iKKdw5hgOsjHFtEYrc6z4HQ76pZf28ybUFSug56kz47mewf+9NpcKQzWIu+twZtYDOKRoHWUHB97hHdbjZ8L4hsFFM/A+ojKmwygUk3F4qg9OIANhROxNhDLLdOfPYUXPCn/UywaDuYYUPWpw1lhYS09WOoKfSkLUjKgxniQnLvFfnMm3+GW4djCJt3iz6bajG9psO835NXRl+yk+VlBpEg8P7K/dQsD7JLrtSeDEAfa0TWaUM+sw7/swJlS3qLwtcaMZgMAVaChj4Cjy66XWWUrJITuq2IIwZf3p19mK9ee5G3SnMxbGyn9kAQIGrUKgL0mMY+YT8MbII4EJusvU3JFtGWvfjHASKDZtIBSg/F4p1yjcINHoQcMdo9Rd6eOA+pVsOktJUoAvT8buhD6B4r2/fupCNxCOUbZKStH0Na4nZkfr58eupHquP0fPLnRO5v7su6na8SeKSOxolGGp4A97vNTP5+DVf6KqhaFYJPRivSqAiC1mcy9/gSXGqtqO63YLuRizbPwmC/Ct5bu5/fn/+M47r+1CYNZfm2pYSuLbCbFSWmvUlHlxzjwGAG+1XgqjRSMV50cyt+WU5zlzPvjHiBbndHVOUinOZS2YFuQTxbzjxHYnQOPyd8g2OTBKlWw/y8uVyoiWDg58v5V2IKWAVe6HuL1d7niDm1nLgdK1Ek1hE1sYgzs7fhcvQ6vZbVobwvZ8TVpRj8HGkLlCHXCzhMqSfMuf5vx8Q/akgEMOJuJ/8fde8ZHXW5/u9e00tmMslMGklIAumESBNSQKoUNygdlKqAICJoAEFRlA0WihBAAUFQ6aIgBEEpghCQhCIgEEiF9D5pM5nMZNp58d3O77/Pf52z/mefN+7vWnnDWlkrJN9nnue57899XUqxnZ+qEglUm+iqreS3t/rS4aMimtpVtK0Oxi0GS5CMul7g+1CEMcWONkeOb56D/ds3EShRMC51HF9kHgag0qnm4+df4tFCHWr/VqRXdRhy2qlOktNxzTWkIcGUT4ogaFQpwV5CRTQzKwGXxolab/HQCfK/6s3AxFzPz/ygvgPvxf5MhrEHjTY1vgqLkIoZY8fdLiH6WzttAULkTpvfRHV/PV7VLnRvllL/VTgfr/6K5Z/OJSCrAWdOHrJLHbCu6kBDvIIPFu9n+8sTEP1+1zNuNifiKj4SCxnGHtRO1FE+IYx2HYStEqqkHz+V4RHr/qV9+F8rsy0RQm+2zSBGZXSxZP1BVuybgah7M6M653Dnje60BSiQWpzUzm2jT0gpT3sXs+3w80T8aMQU40ObQczPH35Gv/1L6Tv4AaUrYgCoX2Rh+1MHqXMKuea/nCmV/UX45oiwa/+HUKGLbPQMMf9Fj6+fl8I376ajFTl47NCx+It5hJyuoWR8IG/OOIHZqWTb+WFEpQkGNneLibV//Mw7SS/Q+1wFF1f1o10rZvKys/w6uTe1KXqhLfRHA4F7Kqls1ZFfHIS4RUpUWjbOgT2RrKxlftglMow9uHUskSWzj7Jz9Ti8Z5cT7NXMraqOLIi9zMZTL/DxmEOs2jcVrwo3TiXMXniKjRf+gVeJBJELtGVOMjZtos/FhUjlTjSX1QRMKuXJ72GMH/U7f/T4973wv7JIVLkslS6qCs4ndSAt4jwrQ05zuKAXGfu2YXHIMK8LpbmznKZoOfo7jcR824zM7Eb1WE7oqVo0D2sxuSR03b+ImqGhTF+yBJkIPhkylpLVUj4ceAK/b7wIPVGB3UuCTe+ibGUqbh8tPSffx7kmgACFiRsVYShrxcQvyfMUYCQJscS8elMo2iyJpKDJn65+VXxb2ZfqIS7aZ6sZ5POIfZs3EnJCRvrAw1QstiNvFtwrzpw8rH4i1G9U0P5eICIXLLr7IpJ2YUqmOi2V6gMRPBktx+9eG0tOTaMtQEHZylTu7+6KaKc/l5tiWbtqGg/qO5C7OBTvYidBfSsQe3kR/koZ21+eQMSiRpasP4g0JJjK/oKl2zI2CXmzg6D0a6iPXyfwlxLUx6+za8xI1FWCwPfMvlSPrtChlhC4UzjibvlzMB3XXCNwj3CPCshq4OURs8iYshGA6gVWpBf/gMu+rO7cky9fHE1a0HkifjR6QNuBv5Rg18CozjnErn2M8zchrqcpFROQ1UDZylQaujsZe/wtJt2fxfpI4S6cv0qLpsLNsfgAz+KcX1BIwOEGSnZ14J1nXyIwo43sbjJPL/XHciGc4VNow/eRmYphBq6d70rhvVAGJuQRftqOZWwSpjAFond8+bayLwVN/liCXay+PgrvQ9nUHe1IWtB5Dvb4mnqHFlewlT3TXsCQ48QtgcBv7rDp7Ej8b4gxx9gJ3nqDdo2YXy2hSCsVzO56jaBjhbhW+rPhxb2cPNLv//6q/x8/f6uo356DRzC6vLh95mmOdUngwob+jBt/jTf3TKXRIMbvYBPqa4VUTAukKVaN4VQREdtqeSLVIq/T4vBR89OFFGy+YhCJaI4Rsbs0GSQ6gjcWc2lAF7Sr7lHzUhcmLz+HKtBKW4Ab+Y5y8lXdaZnYio/ayojgh5T80InilwPo8eJDSsoDUJiVGJ8Lp2qQEl2RG2dfK7NCfmf/5QEYBwdiC/Jm9YCf8RFLsaSa8JW2krc8kdYQBfImEQ3v6UjqVcCjukB0n91n66mjhPo2c8UQTORGC7a5Fto6OZjX5zLZpXF0/CibknkdcarchH6ajT0+lAEj7vLnH1FYmr2IOthAyWsidF5WrA2dweCL7FYeuekRPB5sI+g81IhVnC7qxsypFyn91p8OP7WT+lY9v/WJZuIHRRT800zl9FDsh/x5cck5ShfVE5ytRd+vjvobgQwYcZdJYbe4NeYpHG4JxU49huuNiFrbOH1xILV3O6BMaaZJF499QDN7N5xgp2kw13Uh8JsaDiiotnhTrwwlZN01gl6DosddUTS5WTPhEN/npNAUr8bwwEnosRrME6H9Dz3uiFD8dmahdIVTkwytfcKION3GF1ePsbF8KA1WL3TvK5mX8TN5bR34I6kbqhVynFoF6l+ktI1ow2rXIHZJsfmICc9oQGFWUmgMwthDjNQsJuBcCXX9AqgJkfBUQBUtZwPx7WOkwT8eaRt855XAPXsYl8uj8NZYaa/S4X38DjP3X+e0YRDSyFba2xSIwtpwaiN4Zekpjo7rj/5CJUXXutDcK4C0Ld/x/s6ZaCpcKO+X/9v7/l8Z9Rt1fDEr9s1g0rHfsJZqadeKOVjwNE4FtOX50NIjiC/yfiVmrwWnys3cP26jl7XSeRvYdGIsbzRhDpZgi2mjJdZB4HUXYquY1hdayN0UwXuxP1P+bipyk5uzXb2pTDbhNeIxeTu7ePi0pSti2LtnBO55dSgahOIEQLcVd/nhrQ2COMnmZFzoXd77egYd4muRBLVh1bsZuOttuv3wFnv3jODTNdN5/duj6DMFYkHEokZqhokIn1tF+bEEXv0gjazmSEZEPALAe5MWm03G2a7eNMe4BQNXrcDnkSQIVID75hAS5zxAZobehx7wTOci7E4Jxq4S6rspcFn+hx5R0OSP46E30TNvc7arNyWrBWfJnrwU+oSUsu38MA/aU338OnvyhBbOaMMdMrMSaImQcN8cwkfrplN3tCNtA2roO/gBhbOCKd7qy85DXxC1/CHeS2S0D27mcK89PHflDdoi2im8F0pVfx2SKe20/hQkxADHJpGiEe7kFWPspFcPxfuxy9PvfLgsENENHaLuzZhDRJS/m8qS9QeJeqqc72ZvIm5LDg/bA9HJrQR7NVOTqmP1o5EUrutC/OYWAvdU4n2jDFOYktDxOcK0zPqD9Jx8H1OMD+rj11HVuQXq4DM2cpeG0Zjg5vX4TFJ0Rfj9aaayxgd1tQvNpCr6hJRyr1gYIlBIHfRNu0HdrF50lBnZNnUXPYLL8S1w0enFezR2dfP15lEUTfMjb0Ukdq0MaZubzrJ6zPHttAX858vsb3UHzd/Rh4T4MkpOd8KpFFwqc+ac5rYpjMysBFThJjpskVO5qJ3wDxy0+3th85UhX1DFkwo/xFI3XrdU2HzA/67TQ7db+dyP7Hl3LHa1iLqnYdrgKxz9bgDWABcujdND9BM1mfgm+wemd+xL/bwU1LUuT+O/0aamzSFjftgltr88gc8OfsmCtDdZsv4gS29OoMMPClS1NqRNbeTN8aV/Ss6/OTuDM90c37qJGSNmUbfOjd+kcpw9Yjz0QWupVjCAy934965hXOhdvvtsODZfgUerKRXj6NdM+AcOnDl5tJ7pTLRPHSa7gpZ3QgnZWETN7GCsIVqUFSZsgRrSv97G2xHJnoUovarDHOZi46gD7CgdyPDAhx5m7StDLlFk8edGRiL6XCftWjGbVm3jo8RnEAf44XhSQuuZzowIfkjmvCSKJqkIznRTPsrJwqSL3DeHcOluPDuf/YY3bk4hcp0d192HVKelelw4K/bNQF3l5v3l+9kRHcX8gkLWrpqG2AFVwxx0WV3DkNM5/Dq5N86cPKSdwgk43ECAwsTxX1J47YWz3DeHcPtIIkHp19hQnM3Y4295kkklq6UeIoW0UzjlY0I48dZ6FvxjNhXDDJjDXB4UTWF6MvroBiw2GZoMb+Qml+eODv9KY10IJdK7nnvGYEYEP2TP9WeQV0vRlIPIAZoqB7aFDUzseIdDm4fT0N2F300xdf3txG8ykTfHl+UjTnIs/n8fN/uvTBJZxiYhbXPx/GcX+DxrCAMTc7mcF41PloLPl20j7dFk/NJcOPy1HjV989RkDJdKcZvMbL7/C2lJ43BU11B+LMETYWuIk2DvZqZvxBPu7+6KXSvC1N1K3PpWbIEaip+X/VtBSFMqRju8Wkj7gMd/Utlf5BHTNkwzY8/z5tTUz3hjygIh7HDDQtEEJapqMe4+zUQsNePY7aTwXijAv5H3HIN70a6Tor3wCGeLgGT569/kzQ5Gbv2NzopampxqfCQWdkRH8cw9K9de6oYzJ4+ylam0hdm5OWIzI99bitzkYvonP7Fl3xhCP71GcLbWk0D6S9tYdKg7z3Qu8pwKotIEXGfET3badVKPW3P7yxOQ5pay7fZJ/mwP4r17o3Hf1RF6Ucgibzs/zBPt87sjwmoQFIpzT5xm15iROHPycPftTvrBHUz6Yw7hc6twGhswzknBsDuL8mMJWEu1wgdFdBTB2VoP0Oy9e6MJ/8BB4J5KwRSXlk3B3p680esSx1cOpTpZzIZx+8kw9iBRU8HZrt5IEmLpfegBN6d09ZwU3Hd1qKvcGF4qo31DBxwqwbz9F/5mT14KoeMFENtf0b7UD65zflcK3WY+4HJeNO52CYjd3By2hT4XFyIrVWAPsyGpVuBVLsLhBeHflVO8UYv8oo52bwjJtCBtaqM2Re8p/qkuB9I2oObf3vf/yiIRgPzMTbadH4bYLCFRU0H8impaB7XydW1/Xuh4n4MX9lO/vA2AUTmNmMYJL2HHX+3Mm/cWhW90RpIQS6SfEYe3kvJhbnwHVHM2ZTuZWQkEZDUwc/YZNqV+T8lqgZ0au7uR6G8Ff6ZvjlBY6RsoLE5JQiyRU+6yLX0LUWnZPHvkJqpaG6Hjc9A9ZeS5H5fgVEhQGt1ULLbjmyPCN1/wlOSuEVQVyjATy0ecRJvfhDa/ibKVqSzceYSGaWaMYxIQ9U4UOLUuN943ytjxzVbum0NYdms8h2b/g/e+nsHwBy3szxhE/nsqQQLlBLXewtT8yVgNAnR786ExgBCiuH5aKLT81dIpTE8mcspdz6JVhpkoPyZIoqQWu6fIcrE5nvLBapzfq5nx1hJW7JuB/oCGpJH3KZqgRCMRLEjNMW6UYSacclAa3YiaTHSW1RO4p5LyYwmUD1bzWtpbOB56UzYrjvJjCbQ910J1WiptVRqi95l47+sZnr/7/5of/msCJ/KolfkFhSgLldw3h9BmEKMrgM/nTQbg0ObhFKYn895Ph/nh6AAKVypQ/eKNtVSL4YGTgON5lF0KQ37mJu55dVjGJnG2qzd78lLQH9B42mBesnbUx69zbXUSHU6WcDkvmuiZtxGbJSxMusiQTW8japCz7sX9aO8qCe1ZiWZkNb3H3Kf2CyXq094EbLvGb69voGCqnOr+elRGl8eA99dR+T95/nYLFIRPdmWYSZDevBWOQmHn4p0udFWVM/qNtwicWknRhhSOLRtG6PgcmvcouZfeDXG7C2mriKk//krj5nBEWX8SE1OJ14jHvBbej42jDmCK8WH/jhEs/26658hXMEOPtKlN2HHDBZNYpLKWwvRkTDE+WMYm8XbRBCxjkzi+cihFE5TC8Sz+GHGfldKukzJ52VmkV3W0dBZibMY5KWQN+ALvJTJ+67OLH6cNYu3pvYiaTNj0LnaNGYm1VMtXq9Nx37yPco8vxXNdPPokiFEHlwLwfMx9RL/fRWqFGbr7+PeuIWahQOr7+JV9hM+tgiHlyIcI414d11wT0kjp17DpXXzw+DZhqgZcaiG08FdSKCotG+lVHaHjcwTS+8cN1MwOpn9KDiaHkojtuZQ36YTxNofQ7C9c14XgTGGgPb5HCZFHrYSOz0H/qA25yYVxYBiv504h+0yi4KKRu4la/pAlEzI4uGATgTtVhI7PIfCGBbfCxZTDZwl9tpQNxdlUJpuoTkvlq4H9CR2fQ+zuRmbHZiH6/S5LTk3ju9mbyMxKwLA7i/eX72f17q8ERMpLZejyRbyzZD7Kejd9I57QmOAmvkcJXuUW8t6PodPXxQRna9HNs2PsKiH/q95C2+xfjOCNow5QeC+U5D/t1Eyykrs0jHf6nMEyNgmAbeeH8c/X9xG37gm7kvsQlH6NmswQvEY85s+9XXkp4haWIBHfl2fxj38uJeqwHd88AbMpNwkumBMDtns+KP+/Pn+7BeoY3AtJTCSOh95UD7TjCrAxPCyXkE71+IgtqCssiDVe/PHSJrzuVnhsYNpSK9ULrAIpTmzDqRDBhVC8ZDbmFxRiGZtEqrIGY1cJH74lTIf8VRiKXp+HM0f4iliZhTlYwrZdY4g8akX9RgWaJyYki7yo7C+iYZoZt76dXcl9WP7pXCyJITRMM7MnL4UxL1+m7+AHgNCOGHRjLiWrpcwY9xplK2D6lsW09OlIVFo2xeMMRKVlsyDtTQrTkzF2lRD7XiPau0qivxKOdxqpjeapyWQu2ci0MXPRzbbiNDawZsN03rs3GlP/aCEVY5OhPn4d45wUzzE6+lAr7yyZz4lvByC2tGMZm8T6H77COEdQQYScMyINCQYgvziI3GVe3KgQ7voVM+I8/hZ9rpPmSBVtBjHeN8qYE3AZ66oOVCy24xjcC6dCgnxBFW0BYkQ7/WnXuQj2aqbTSTOVySaOxQewIO1Niqe6KD+WQNEEJWKzhHU5wykoDyC9eihlK1Mxh7l49VImxjkpOHPy2HZ+GMHZwnXj7Yhkjo/dzPhHtdQ6vJmR8Trl/3DBkHKmLThLZX8R3y5PB4STwcOSDrSGqgUe0784xq/++hsdfreh1lvon5LDjYowGqaZ2bhsKv1Tcrj1j3ACfE0EZ7o5VtkT7xtlnkTZjugoAk5Y6HymFcvYJJT1brgQyqA5QnHN5uumx/G30FQ5kBdUwoo6FI12vO9Wo6q1eQTD/8nzt1ug1Qus1PYPYMyoLHQX1DwVUUH2mj7oVRaW/3MehYulVH7pw8SJr1G81Rd1lRvZZgNxW3JwOCQE/pDLrl49OblhI5YvQrDNVAvFiePXmfbiAjquuUZa5otEfV2JW61EahZR+EVHqtNScfftTnC2FptwMuHAd9vopS+lcpAPphgflGEm3uzyG3eGbCPv/RjsWhGlwyWEbBLmInWSNko+EEjyphgf3Hd1hH/goOwdF2qF3RNUb56azOk56wXZ7Y0ylLViDA+cPFwRgEsKQ366jyjQitmhwCfXRO8DixE53Qw5m0vZylR8CtsJHZ/jOZZ6H9UiiYlk0dIfPAEF0cPHrNzwNSH7cll7eq+QgLL78fX76RjnpFAxzMCrlzIpTE8mfpOJEwO2e0zYIeeMZBZGseTUNKSvV6Mpb8ewO4snsyKYfmUOj18RHCsjt/5G8fMyFG+qCBpVSuoHgiw5MysBl1wiiIcLhZ9zU+r3hE0t8tD4HA+90V9RCN4a8/9EClVGF9VpqSjDTNw+kuj5nS1Ie5Nj8QFkNUeiKRUTeVCoDHdW1KIMMzF9y2JPHHBWj2vImx0UNPkj6iHAwre/PIHyQXL0BzTUzA4Wdv9/KSKvn07k099/xJIRiPqNCjZEHqV5jxJ33+6AMD2UqKng4sleWGc34r8ji1a7nKtbkpBe1RF23o5b6ka5pBK3pY0wTSNPRst5tMqAUyH5/7Ue/nYLNHxOJV+/n86xR91xuMRY3glCe+0JLTYl5lARMatMiM74UviaRBiD2p1FyUtOOqvqGNo5j0dro6g7FMSYnOmUD3VT/JmGoOvtlK5KRfT7XQy/+xL+o4iCT3U4c/L4YNL36M6rUQ2tpSpVTUGTPwG37bTEOnjm2nzuTovH1N3KqNUXUfzqzf4Vz9PzhzSkZqEwEnnUSuFcoR3TWVGLMUFOcLYW9RsV2PQuRE0mfL3aaCjQU9mqo2qiDXOomNcKX6QxwY2jopKg6zbKRzkJ/VnMwQWbaHaqeKZzEccfdCdh1yNEdgj6soy9ewTqfLtOyvflWdyuDsUaokWXa6JiZCC7ivsDwpHUPKwrm0ePw9atE+8OmoxdI0CbZ32URktnPISI2N2NiJpMvDtgIvMLCqlMFqqP0entdMpoZ0v0Eeq7CWkom95FyAkZnfaKKNjbk+MrhxL3WSklq6UU3gvlxru96RNSSuzuRtoCFCRqKljz9ixqx2vZNWYkLquVSqcQYo9+ppiGZ2wsOTWN/W9uYuzxtyg/loCqqKDe1QAAIABJREFU1obMJIQnzGEuCtd1QZIQK4yz/dU+6tdMx7UFyFqdrH40EgDtcEF6teTUNPZcfwaATbFHGLZf8MqI24XqbLtWsAaUH0tAffw67rs6Oq65xjsjZzJtwVkK74WSXj2UxlYVI3Zm0n4+nMr+IvbkCWZ15R5f6uansDTyHP6zinH0a6ZmXhvpzx6i2aYk5LyT2ok6ArMh4Jycx5MkHrjbf/L8rRao+vh1vr13ilfuzyDm9SeEqxsoGamm/rlIlP8oJ/xoDRgbCTr8EGmVgk0z97DmyU20d5X8WhfPL1d7oC6RYbHJGBd6F1mThPA5lZQ8J6Vd52J+QSG5B+Lwe+cJklwNwx+0sK88BWMvF/rpDQRvuEbj5SBUmbmM630Ln9NeNHX1JWqXi4uJXigbBK3evtHbUTaIsIZoWbz3MNEzbyM1izyzigVN/hTeCyXqqXIcFZV4T20idncjGyKP8mPql0jaQTJJOGp9WXKVqr4KxC1CFfXtogncSBVUd9EzhYFibYkw/6o0ujGHCe2AqYXjMDWraAmTUTZCx5m09Ui3Gig/loBdK0P9RgWBeypZvfsrnH7eGB44uX0kkcYEN9HbStj+8gRK1qkFvOdWX1p6BrNx2VRhKL1UTGuYBsml254JmLKVqUjaREQtf4g5VI7BYCZq+UMefRKE9KpAOBC3uyj5IJbcZV6ecTL18evC7pRuo/HlFF7//A2+K7vGu2GniVvfynP97rBs/GwWDD2H6hdvKhbbsWuF741Ky8Y6W5BcWUu1aPObaGxVeexxLWEygt4FX682xoXepWBvTzaOOkDMqzepXmBlyeI3OFz8NOVNOlxyCVG7yzH8IUythH/gQJIQi+GB01NruG8Owe+OiACFUEjbk5fCh51/IuInO6HjczyD8R8s3s9H66bTvEXwrtoLvNm4bCoKiZPfiqIp+1yLz/0G3BIRMa/dwK1vp2bGf0b2+1stUIB2t5ugRTZyP4rjDb9M2gMciB1u3D3jmXv6LMaRsVS8ksAXE3az/vXp/NLSDVmLm7Y1wagrhf+O6IaOL+8/g13vZGr2PWLev88rQy6xIzqK1mB4fCia8NMmTr49hMJKf7yCTVh7dKL7HfAucVG8JJHzZbHU93Ajcgti4br5KdSOtnLobH8+fv4lgtKvsebLXWS1RtH4cgoOjZvAGxYysxIQ7fQnONNNfoFwx3MaBVfl6PMLmb5lsWD4CvLnRkUYI/a9zek56wnOdDOm/w0YUo4oIpSakTKK16Tw4XNHURldeBc7aYyD2UN+o9OYIpwjW1AWKml4xkb4rlzmPZmA16NariXtRlXWwrHYo7Q5ZayaMQuxpZ1t6Vuw6v9lUpsUwYf7v+bjpzKISKzk46cy0OY3oaq1UbHY7rGgSQx6HP2aubB4AzfmbWL9xP1UJpt4d+V+lHt8KVzXBe1dJTKTm9gdddR3U1DynJT9z+z+N7Na2qwFVN3sgLGbm8DsVp4+upjpV+bwZKKBJruKx+O9OVvTBe3kSvQHNIScM1LQ5E/5sQT8l4uQhgQT91kpLRuFSnuH+FpB9fhciyeCCIIIasmpaVjGJjEh6i6qWhtd/YTQgWVlC46SMiqGGahOS6U2Rc/a03tZsv4gET/Z2Za+hcysBGa/m8HRS8kofvVG9Ys3r3/7Gm0BMoKztTgeetMQL6HJqcapEPHL51vQH9CgqhHhnleH/J8+PNO5COd1X3KXafG7UIIkqhPTu18HmfQ/Wg9/qz4oIBQunE6QSEAhx/GVA+kcCfYOPoiu/cn8gkJ+aUwkVl3D2Tn98N1YTssLkP95GLHL6zmRnUH85dk4W2VERNRScTOYLn0fY10aQP4bMtytUgKyJXR5/QGX7sehKpWRNPI+xavikJ+5Sfvwp1EVN5H3mh+xuxtp2WhnXOhdfh3XgyW/nMDkUrFi3ww6DiwVFlOPBKoG6vAudrItfQvvDn6Rlm6BnrsggLGrxMMH8iq3kP+GjPBgI/KhJQx/0EKzU8UPRwfg6NKKs1qFplRM6PfF5C4N8yBUimdEEL4rl/hzTZzI7INL46TzYZcA6z5+ndQ/27G5pNx9MYaDv+5jc0NvZCInB48NJviKjZFbf+PI+uHYvcDqJxAL3H27E7KxiOJVcThUYir7i4hKy8bdtztFE5REHrV6ghd/KfwefZ7Aro8383ruFLxGPPaE8OMn5PJp6Eme+3YZIjf45LmQWt2enq9tWSONrSpsNhlHUnbxfVMfHowLx5jaAd3BbPK/7EP8582sPb2Xd0bOZMzRK2zbNQbvYoHkMHP2Gc529WZ+QSGfFQ3Da8RjJAmxlKyWevqmIAzjOx56o2wQduGg9GtUp6Vy4q31/NkexJJT01CGmdAf0KDNLGBu9g0PvgUECZWoTIVLLvR4Ry+9yJFvhuBd7KRijB1loZK2MDsZQz8X8J2nE5GZoefk+zTa1Bg3R+CeV0eLVYGpVoP/NSmKZhcN08wegTT8F/dBp1y8zvrsE9iig3CbWnlysyM1Q4KRldTROj6JXcl9ADj60TDMYWqqW72pejGOQZEFNKaGEvf9AkbFPiDwsgT50BJcEW08rAxCbGknbn0roedFSNrdJGqECu72l7/kWd+HVPeRCSHqjjLyP9TgfwsSD+SR5F/M3sIkWra6Wf7pXHYl90Fd5aaoxg/H4F40x2lx9GtmyfqDaEUOykcHe0aZ1MevY+wqocPvNpRhJralb6HD58VEz7zNmxEXqJsvVFS/O9mf0IsW7GahZ7pg7gkc+4SYX/TM2wD4Dqhm8+2feMY7nwVDz2G4LkV68Q/aDGLByqa/yb3mEGr7+zN47VKOHhnA2Q8HIG+BsmflnJuZgle1Hf8dwp3spdxKpDXCka3kJSfl/3B5LFw1fQS1fcViO2tP70UZZiLap460oPPUPS0UbKoeBbChOBv3vDqC0q/R2LeBF27PRVPmRlvsRmp1sy19CwDSi3/Q2KrC0qJElq9m1ta3OFmYSNWIYPS36snf8zQL+/1KdX89L/0xG2dOHlnNkQTesFDZX0hS3TeHwIVQ7ljCifapY0NxNi0b7UQsaqRktZTSFTEUruuCJsObiJVZOJQQNKpUmPHs18y3TUlCAMMsxC3Vx68TeNouDCUYhBBD1PKHxAXX0G/AA+K2VuEzs4wBmkdIrAIupkt4Fd/N3oRab+FYcy8qlkTScc01lEY3BU3+vBz8O1HLH1Ld4I2pTkO32FL8bjageWLygMT/vz5/ux20+s1UzBFCHO2r/v1oj+lA6LpCCpr8eTfqZ7ZGxfFKXglb/jkZ3Q+36XBFwVjDH2x57SUeT5QQnuFm5Rdfk6RoZcLo2ZQN0xF+0kj+y3qcejsxEdVIFnkRuKeSS3/GkT74MOs+nIb3oWwkUZ1AJsUUp0eb34R4Wwv+SrOnuf/CQyM/vjGMsE/yqVoYgUsuwbKyhcZWFfoDGvzTHtO8KozHL4kRmyVEH2olb7aKkIh6qh4FoAwzcbjXHk/8ruNHkLD7ESGKJk4vGoSixkz8vgJOZAofQlFHLEirGnm02p+QEzJsOjF+P+XRMCKGd1Yd4ItXJyG2uwjZWMSNijCGhOezNuh3JvZ+AUd4AOaOKrTFFlpD1UJbwiEi/dlDHlhYm1lB9uDPeXnELEwxPnjfKKN+SDjtWhGaSiEqCYKLtM6qwe6UYPkiBG1+07+lmQYm5lKZbELi7U3Tc12oSRYEvJYvQjzC4L/6gH+lf/K/6o1I7kTUIBcSRdPHUf62k4hFjTTvUaJY70t9NwX/fH2f5/v/4iv1T8nxzLTa1SLiF+ZQsSSSwrliokNrsXwhBAO8b5QRcMxEoqaCZqeK7G4yNhRn8+Kexdj0QuxPkhCLU6ugbKiGT2bs47EtgEObh9MWIGL5jO9ZlzOc8NfrmHv1GhuXTUWb34RLKcX8cRtesnbKm3QofvXmg8X7WbFvBoYHwu/NfVfHxAmX+a06Btl6PbKWdtw3/we/+V+7gyKCpD55rMn9B9XPdyJpyy3Kl0exNPIci7Jeon5eCmKRixHLM2kZ35Oq+WEkyms5s28XcYsfMGXTaT5aMIvEk4uw+akIuGOnZLUURecWMoZ8gf3TQA6f/Za0oPPsGLKPtPNTsKsF12fRK0GUjPHH+2413Q88wj6wispWHfMLChn+oIVauzflg+R8Hnoel1yC5E4+dTcDsZZq8U97TF16Z8I+yffMjNq1cjr96EKz0osJA7OFFsBHaUhDgtnVYz/uOzk02L04W9OFdp0gEGqwe7Hrha9YPuIkBfOlFG/yZlPq92jzm3jz3e9p6x2JV5Wd9+6NpuPaAsRWO5XJJkLH53D6Si8SfnqD/I1BkH0Pr3IrraFqQTvY/0dCz4nYNWYkH3T4hT4hpUTPvM30jn3Jm+OLV6kZt9WKV7Udl0Au4dTTOwkdn0Okug7LJyEwpJxt6VsYc/QK0vCOdDpQQcyrN6mzathQnE3D812wT28gONPt6Rt/uH0GBXt7UplsYl3IGT7PGkL5sQTEZgkGg1nAgp6axpdHtvNr753YooNYGnkORY0Zc5iLDGMPYXQu2YQpxuffXpU2g5i6pwUfqmVlC9q7Sk+scsn6g4gOCjvbr5N7c3FVP4KztXxQMhqb3kXsR/lUp6Xi3NpK4WQ1MuGzCI3EiuGlMqz+LjbunET4Bw7mXr3GY1sA1tlCzDN/kYLtcYcovBeK9KqObjMfkGHsISg7lj9EkyEU5Y4Wdmdc6B0sgTLcfzzkP3n+djuo7VwEpmMdMIeCrFVE6MZbOFMTcItFNMQpaI5x4za0IzLKCbgBvufyKVwai8wkQuSCDlctGLuqsBpE6J+p5nTXg7xVPoyakTJE3lpot1O7U4PTJeK7bl+TNnAKbqWcw+f3MSVpPAHHTPxZG0zrn3o6H2vmqW8eMlsvoDub+1iJ6VjD9JBstn48CYcS5CY3vqcfItL70PyllMoaH0JOyJA3O6jvpmD/m5t4OyIZ58CePBkt5/jYzWhFDoZcWoRcZafzwhpEahUt3YNQ1doQ/X6XL0uuMviXxZx9Lp09DX358WwKMTsrcdXUYR6eiLGLBKfSjbJBhHexMBStaBCTNPI+0/yvMf+HuTg62PDJUtDhpxIcFZU4Bvfy3EP9LpTQ0qcjg1ddJbubTGg5KOwYjRq0d5WeIPrbEcnkf9WbSU/f5Obyp6mZ10aoTzNFNX64a5TCbGdNLeZJydjVInynl+FcE0DVQhuaDG9kU2qwHg3EsDuLwvRkotKyqU4TgF11Vg1lGZ0ABCN5vZoua2txy6RsPLefKeuXoqkSXvj7u7ti2J3F/IJCMow9BOLE8eueu/JfO6q82cHCnUf4aN10DLuFo7xjcC+Kn5f9G9Xwr/ukSiNoGyMWNfJkVgQRPxo9GWAQCnJ7LgxC0SDGLYHkEffJ+bIrvt8KeWLVL95sWbGN1z9/A3OYAFpLnPOAgiZ/vEY8Zn5BISv2zUBmhvAxj7ENqPa87/+1O+jKyJ/YtvwLVLUiJr50CfE5P8zBClwSET5FQhUvOfIJ0mALvrfryf0ghsjDjeCGtkAXIqebdp0Iw0MnX8fvZ+yshQzyeUTnM62suHAct8mMfrWCYO8WTC4ZOy4fZNuZbxjyz8XgdHIjIxF/r1ZcCige40OCqpzRX7+NxOYmPNhIwZ8d+bVRMHE1xbvxPpwNHTtQ3z8E9Rpht/MqtyAztWPXwLLH4yk/loDNVwjkv9t3HOPXvs2m1O+xNahA64WzspranmLaAhSIeidy3PQUu4fu4dOqEQTKWlDEtFD8mQZRsFB8Ute4iViZRUsXO4pGO/1TcvBOqaVmpIwkRStXp35GxEExQb9WUz8kHElCLLJmK4c2D8er2k7u0jDkzQ56qEsoTE9GelVH+wU/omfe9kxz/HUMH5iYS4qmkBlbTxK+3EJ5k46wb6VEH2qlZLs/1WmpxCzOQT2lCuPhjhza/zn6Axq6vP4A76lNfP1+uoeQD+Bd7OT66UTsA6swh7lw9GumT0gpMVFV5C7qQPHkQGa9u5gOl4WB70E+j0ic84DWM535amB/UnRFqGptWMYm8fq3R4lKy2a04Q4VY+woasy8d280ht1ZHj+rJVDg3YKQMvor+BA98zbSqzqspVoCjpn4ZMY+AvdUcvtIIstHnGTjqAP88uFAYncIkqblLx6lcF0XXFIoXZVKyCYZusftrO4sqCn97oiwdBAJve5HATSciuGOJRyb3oVdA0X1hv9oPfztFuirV2cy5cqr2Ac28+21fjwqCsb2UiNN0XLKnpUhD21loD6PCL8GytfJiP26mbwlanwHVNP5hA2XQkLEc0/wKrcw/varSCwODlYkc/5MT+bdnY67Uwhim4OCKxEsynuR53YsQy+RoKp34Tb4EP51Ia12OTKTCHFiMwfjQpk36WcaE9yoXjQhCRKC+sXjDHSIr6X8WAJzT5zGKYfywWo2LptK7dMaap/WYNO76KBuwVqqRVVrI2Po5+RtCCDofDXv3RuNuE1M7cAgCtb2AARwdlU/4a425/xsAM7WdKGtRCjxVzzfQSAKZDVQsLcnYrMEsc3J5bxonvYvo3xPIGNfms/L3Z/HJRVhSgzA8EcDS04e5ceMbwjIaqDNIEVTKmbhziPC3S7TjdLoJij9Gk0zBGph+bEED0KlcF0XHtsCuG0OZ+4v51mecJbw1XmY17TSca0Yvz9tPNzeFYdLTOKcB7ySPBFtfhOVySaKX4/j1Q/S2DjqgBBmSE9m8KqrRGwR4pChF1yE+jQLwf4h5WhKhURVc5SYhu6+zC8o5MDsUVy6H4dmpRe1OzUESFtoC1DQEiFh47KpFKYn89WwIYKuIkTAjRbs7QlB/gBYggQYtffdaqylAi9Yffw60k7hOPo1E5zp5v7urjy2BTDacAeHEo5V9vSoIfPm++Nd7ORyUywVY+xMeess1kAH0/acol0npWxlKvvf3ITdCwwPhA83TamYVyOvcuDiMx6+k7X0P8vi/q2ICgB+JXqsGg2Lhp1B59cGn+phcBvWEi2GBy5s3W1cqYjGWGQgYruT6n46xDGtcMqAd14Lxm5aSmRajD1keF1TIRJL4Dcvfnh/E00KNTfd0dQ+D9HbmyjuocMpFlPnL+ZemA75Yw0bT+xn95Uh6HPctIqVGLIbORvcD2WdGN3tevS3ZLz26jnG9chmTuAtDvw0hLOFT9FxZw4ai4baeVYsIS7k5XI6DykmpyaI8D0CRXCXpA8XBm2lfRxcK4nixaTrmLZq8N3/J3KfELwLRKxYcYDM5hi2dD/M2qyRTIm7wa3WEDq/cYvqySGcKe2KW+KF/o4Y+zNm4icWs6XrEf6wRJBTFoLf6FqKOnVGVQ/eV58QeLiRM0/5kC6ZSOVIGaGnTcjNYo619ST9q5P88nsfTBFiTH07ErAtC3edkeUfZ1E0L4ofu3ShKdZNYZs/eRei+dkaQ8VgC5asTtQTgNgl5Zsv0zl5MgXlr3Lq/ghi0/ffsrd+CNWTQ+i0Igvln+VUTg1H/K4Oy6h2NKp2bkcloEiTozorRfJZKfoiB0VfduK5QbdRpTRTURBI+6AWVoZn8uPRPjw1vYDGqwFsf3U3L1+cTdD6G5hTOlI/sB1RmwRTtA53n2aMASoUZiXeuRIW7jlGhrEHpSWBqOpE1KZqCexWi5+XBaM8gfoFbqylWgI3X0fuE4jtGTunVw3h/WUHMCgtNCzoQLtBieGeg7JhEmrEKgJ8zVS82hGvagXzx57l5JkUnnolh1aUXGmOxBQuomvnMlpP+2F52kmNWIXqgRLJc014XVCj/PN/qAr/lUQFAEltI4E3rXya/RzxXpX03XETxXpfWntbcMpFPBVYSYhfE1KLiLJ3XLT5C79odZ2LvDm+bH9vKwFZEgKvisl8Lx1jgpCFHHVrHr01j5E3Q+QOF3lzDchKFSjDTPx4OQmtyoai3sq7AyYSedRK/MIcotbmIIoIFWb/epnIfyeWxu4GMs1xFNv9mZcyifAMI1EHG2j53o+iCcI0v7NFjksOTVYh9fL6t0ep7C/i5ojNzJ8wn18HRKC/oqCP5jEii5WK5ams3biDNoOYJaemUbiuC+nVQ5Fp2tl9ZASRUwRwmFvfzqt9L6MyulA02jn+9C4qW3XM+igNg9yM2y6moU2NqlZEbS8xue93opu2jJaXkgk7VAwiNyKHC8W1R+hz3KwZPx39nUa8H7uIHlFEcLaW6rRUMow9EDWZiFhqRqEQrhWfzNhH/6hCGk7FCKbxYqFa2eCSo81vYtKOM0Qtf8jbEclcWLzBc9/sdcdFmKqB1jANHT+BR58n4PJ20HY8kIKXZURecVP5fEeiVrXysL+KymQTou4CXGx6x77sPPQF108nEvZJPo/tfqQPFEBw3sVOOu0V0T8lh6SR99Ef0OCbI6LNIEab30SGsQeZWQmoq4QAiUPjZmnkOQrvhZI45wEdPlfgf0sgG7brpFQsiUSb38SO0oFsOz8MZ04eazfuQHrxDyYMFEznM8KFIYfWBc1M3Pw22swCqhZGUGP3RhlmQlMqZrThDu1aMYXruqA/oKH2VQsNBXrMo1v+o/Xwt1ugVS+EI69rZWTXB/xQ3osF+ptU9lcQudmJ7/VKHtQFoZ4LY/6RRbRfPb65QkO5fKib2N2NfFI6CqtBRG2SmyOmCLQlbo7s3kLE263cNHdGn9vORwd3o30sJuSKnSCdMKu5L2Ev1Ssc7LxymKZoFcN9H2AaEo8pxgex3c246D95//ljvLHqB171vc6hEf1wVFSSN8eXJSePIt+kZ8LAbIxzUoh57QZKoxvdq+0cH7uZD7fPQFMqJunoEgrelJL3fgwjF2aSdvlFjKkd+On19azu3BPDboErq80soKDJnxkJ11FXuZEY9NSO1yJqkHO5Lpo2gxhZk5Upa5ZSeC+Utuf+9cd3wbaEg0jawBVqReTbThdFBf6vCaGH68O3IGpppT05nppnXLz2fQamGB9MYWLaBtRQuK4LIeeMFK+KY8jZXBxPSohYaqahQM8dS7gwxHxCuEv9RZZfOWo6Y45e4ccZQ6haGMGx8mxeeHuJQCz4RwUZ3/ejtE1PS4QE88dttAWIiZl9i7YAEQMTc/mtNApTqoXchQZEEaFCuOOWjpj37mGck8KLK9/mkxn7uFERxupN08kw9sDdtzv7Nm9EmVdFZlaCMNi9/CHKCTUkznlA3hwh5RSVlk1jgnB6id3dSIaxB9MGXwHA5ivDNM7EgNgCYUopXkXJainDAx/SPyUHy9gktOJ2grO1HL2UjHNrKyeeT8Kmd9HVrwqJ1U3x63GY17Tyw72enihghrEHmvJ2KsbYadeKPfJkTYb3/8Mb///+/O0WaLeZDxh/9DKPR+lwuMT0PvMWugIX1X21vHr+IvpdGko3eXF/ciTGzRFsXLMd/b1munxcztwTp7HPkGO4byN22Z/80D0cRbOLXLsX1ggDZw6nIFlew+QzCwg+8AhlhYk3w3/l08ujUIvcLIs/x7w+47n4UTqfPxnE55u2omi0E/D1bf7oIcZHYmH9o2EMOvQ2AYcbME9KJqFnMSv+ORe3WMT9Z/We6uH+NZ/RFh/EY7sfy147Qsg5I4HZEL3FQezuRo4Wdmdg1zy05TbmvPImy4ru0zQjBarrCDxtR7Hel28uDCRxzgMCT9sp3upL3OYKirM78vzCy9j8VBheKiM4083HT2VQ2qYnY/jnfFI6Cp/HdqLT26FOwdvbXgUgdu1jRq1cyqO3Q2jXSfG5J2XjsqmUD3djDXAx/EELlf1FzD1xmtLhEo6vHIpxTgot3YOISssmzxxIyAkZdq2I6EOt6B/ZuPo4ElOMD1seDuK1Q8dx37xP342L0X6XTf+UHCK0DYQ+KwiTAm9YqHoUgHa4UMnsuOaaZ6jcXaNkwNMP2fbzHgFUHWcl6KJEoO0bROyIjsLXqw3bs8IHUcViO89vX4Yz2EDs7kZ8c4SCqGinv6c/OnbNeSxjk9g46gBj15ynYpiBymQTJ74dAAgDBdZSLWlB5wnOdNOY4CZkk4xt54cx2nCHhmlmxh5/yzMnW1AegHi3VagGJ5vwqnbxyYx9aMdV02mviPJjCXQyNAAIasddLt5dKUQjH27viin8/6ho+789f7s7aOshKTm/P017qB5TvY6wD66jvF9OzfhQimcocITo8R9aS3GqFt9LsNu7N3437CCXkTdIT76mM8ZuYlZs/pVFix/w0zc92BvSg4CTLShbZRR18Eaia6c1NBgxCr6XJSJtlnJGHMWDd7pjTPanf79sChxB7CnpywezjnD920han+vGvTg95nNBGHJchA8so6A4lMZCX6RtIHZC/YAAlOoAZGpvzqVGItlczxHdYBwd3JSVhrF37UZ2NQxi2bqjdPJp5NSTrtTEy3CKFGR93wPfq6XQZsV0LYxVB7/hj609sbzzhALt04wbfJ3LPomo6kSYw93UVRoQ/aZF2uaiJknG7SOJHL+egvGxHkUL1CxoR/JERf8Jt0nUVjB87iPufRuL/9f3EAX6U5MiRlsCHX5rxf+GhV98uqIpFfNW37OMjbvBpddEyH0CUfxyEwDrVANNpT4EjimjKFFDY6iC8b1voUhuQbxcx61jcViSO+N3o5H60TE4Xy+irL0XnfuWIZv4mOL5neh40cmYCVlcHtKTuMVW7If16D++i39WC20TNWz67R/ozyuQ1UsJ6l5LaS8lQVubEYvESL+qxBISTVVOIBbkODRuGhLlKMxKdIey0c5RYP7ZF6/cWqwddDwO0NDY6k3+pFYuGQbx0Zx9nJKOwq6B1p/9aYmQkTQqh2PzhmEJkqNoEGF8Ss7RKem8cvVlYjrUIfNtp54A3HOKaJuuJ0ZfR8Pv/tjjQ1Efv87N24Mp3+BNfZAKqa6dmZ2yOblvAH5/upCf+4Obtwez8+pRJgy+xrX343DXGT3v+3/tHdTrrBpJpZH6bgpsz7a5QNLZAAAgAElEQVRgGZvEk8PdiOtdTO34OCwBUk//zKqX0+WjWvb/9BWPlmr4KuIUcUMLUFWLOd3QjSGfv83oPRfpHCgYtuT1ragqpEieqGgLchG1/CHPdb+PukpEdYM37+7ZKyRIxsxCK7XiN6GU+dnTmHvjJtoLjyj4syO+uXZUtTZ+utOdnpPv8/2Cz/C72UC3FXeRmdyYQ+UsO/kD9RYv6p+PJfLje1zKicUnv5Upa5YSsa+YFftmkGmMZkLUXQy/y5n4ykVhtlMuw/Z0NMP2Z3HOJOwu5ccS8C52cnb9M4jssP/NTZRldKJdJ8L7RhnyM8IC6jj6CYE3LMhbBJJB0DYl+r7VZFeFc7E2ll3JfZBk3cfdKw7lowqiD5jYt3kjW3/c5SEuWPVupj+aIThZDvTwOEML05NhSDlOpQjJIi/igmvwLhJzbXUSlckmyt4HSbVwNHfm5BFwPA8uhDJ52VkK13VhfkEhgTddKDNzuDA8jo+fyhDYw9UWlhTmUPxmV+aEXEEZZmLYO8IRtDLZRKDGRNHMIOZm3yA4W0tLFztB6deISstGUyr22NwArp9OxLaskYDDDfScfJ9onzo+/r+4e8/HqMq2ffdY02eSSe8dkhCSgBQhJEiT3gQpinQVBOkdFaUrSg0daSJNBKkKSn+oKXRIQhKSQHqvM0lmJtN+H9Zrfvvr694ffHb+g8la57rv67rO6zg/FRfz3VOt7OvWFf+rVbi9U4rr3XzqWtl5UBREzmgV+9fEs23ZLoIu61kSEova0YTZKsVpkbx5gwWgwuiIVSnQdUUyBcu7kjNaRYx/Po75YoTF1l/eJ+B8EWFfvETm74es1kDfs4sZ9+Vickf+szHLv86o8GZdHNImAYkJLBo7Fkc7EbvKmPbXNfaEh/HqYCcit+ixapWQ9EKk8dU3Uv2jgqpaR8x1SibF3ef0rz1xybHhdCmFsY8z2bHhA5qcBSRN8MH0G5zb2pvB8+5waUcPPA4/RnPDmdLdodT7S3B+beWz78+wI7s3cT5v+ONJe1qctqN6moellT9lMRo6jknhycm2+P9RQtF7vlhU4JZhRfuqlrw1MmT3nPH/o4TMWd7Nic9Fi0LJGa0SN0r+h7RnznTCqrajKpdg9LI1E+o0P1axwP8qJ6rimOZ5m/jSfgx3f8qFqg4Eqau5tq47pe/YUfvXI7vnjFu6mW9372XtBxMxO6vIm2pFqTQzOuwZp7Pb01jugEuajIYAO+oyAbneTlUXC5Ff5vBmTmtMLYyoHcVr39+WxFkL5mFwl+CWbkD6IofdqX/R+6+FaH30fByWzLnl/ZCabPT8PoE/fuxBbawJtaMJn90qZDceIwsO5IMryQTKq1i4czpu6WbyB0iR+hjwctWjv+KD2RFUlXYEK3jsS2yGeBUVuDMn7gYnNwzA6C40z2f/BpstujiBiAPiKlrpgq4EnMpFFxOILkSKdkApwl5PinsIzSIuPBPdHFr8d0bpg6IgcVf3vg9dhojxi9nxsTjmS8R92dgYpiU9YNmRSc1ZpRnbomn0kaCqsjengqvLRcND43Idwl5PFm04zr73h5A51RXB20j41Fdkr2hHyy8Tm9/3/1qjQsuVj7FGNKDNt+GcI64WWbPfsGP6GF79GINTqoL0hVpeTVJh6fM2W//8iZdf+2CxSnkroAinTBlH73TjyextVHQQmP7sOScHxFHZVVyjUg4p54/v30VVY+N0dnsOf7OFgl/D+TrwElXRAoo6Ow4Xn1JpccJ+wR2DVYG6QI5mWRFNbQKRpbwWTdyxemw9aml1sgCAkF+LqJ5QjzUtk9sx+wg4lUv2pz64pglM9brNgwttxWbFGjEcOPgrI/5b5LzTO5UecWm4ZViJOFDDAh+xXprgk8Si5TN586EPx2tiKZkdzGuTl9gUKQ/D+WIK6lIprg4G/K9WEbIqg4l3p2J2ViG7+ZjQcc9wO+bIsZvdacpxIqxVCX7ncjk2ZjsBp3Lxvl5EyBnQ9wjH1MLIlq6nCBiV1pwjc7iqK7vit+GVWI15VQ1CkB99zy6mxWkrphQXzi3vh/ZOFprkHE5nt8f39zzRmfPIGeXDLA7m36Nur5w960ZRYHbH+0Ej83acQGoQaDH2OUVvPFBV2TG52ahrZae2u5HaSXGcG7EVh4GvudBvBwdODsSqgGsLNzb7gu1uTSy6OKG52dM4ogs+8Qm8+TREvDnEJzTTGJXVEqon1CPz9yPGPx//83KKY/UcGb6b8lHibHlCUDImNxu3M8MBcMkQ8Bmaz9cvhlM0qTULEz4EaMaoSieXE3AqF4VeRLIW9xBE5GmMhpoGtchhujihORMndNwzyia3Y+Ooo/9ID/+6E1QaHUF5nBuCFQ6ujOfzL+fT4CshYlQmaZci6DnyCWpJE2nTIin6xo7vBjkynbGZezqk+2My5kVTtsSE6qwLuvfqGR/xkHsdHSmZE9P8JQ774iWdnHLZkdqLgN1ybAoJmmVFbGvxGxoBPhk1A+HlawpntiPoTDH5o/wwtDfgfEdFwortdNw1D89exTh80kTpkGA0FWLWyfZZHxG8JpOtAVfpuX4R+pY2Fg64xLmZ/VDmVVHW24+qWAtX+m9lyvyFyGaW0tGtgOGuT+ioMPJhVH9+eHGV6/VR7HrWk81dfmteh9KmlON9TLyu330diu9vyuYTrrC3BsEK5rYNONxzwPNZo2iiv9CWeZPOs+3lu/zeaS+fZExE+7kNq7uWio5avJJreT3aha79UkXDu7sb+HjS+ZdUjDY5T2e3pzpSjVdiNRXr7agOumL+rIoB/ul87JLM0EfTcTvmyIi11ziR24mqKkfUjiasqc4Er0ygzWMJf/4RS+zAFO4kRpM8ejODly9GarLj+rCs+YZRtCiUmT+fFrGd2xuoNmjEQKT/4QVrSuy4pRsQ1lQinetAUX93nHKtaM4lN2NFQbyO/81l0oWII7a/3Up5KyIIXpNJ9vooRqy9xs7HvWhxWBDxp69qyfnIjeDLBooWilsyuphANOeSMQ3qzLCNN9j5uBcj2jzj9p4ueN8oRtfep3lFb0ZWNk8bgznyoCuTYkQYd77Bjez1UZicJVTEWmn1+YPm9/2/9gRNX+yIWSvQOFTHkpBYXFJqUFbbqX/PRsD3CbTSlLLOJ5nylRa8t6nIHaZpfjiOLeoobHQhb6Cajj6FyMeV4X1IhdkuJXNPBzyem6ibrKM2TMqDoiD+mNgDX1cdxd1V1IbKGeSVyrw3H7CseBDly5uwtw7BLcPC9zd/xeNFE6HjnzJ05h1aX5mBb4IRnVEpQsM6W1i04Tir4ydRFa1gqtdtPgyIw3FIKZuHHuORLoQdP+8k/tYvyEx2xnZKZmjiDMo6S8hP9cVHWce6MRO50OCPoWsEwTKRfB/yk4S1mybi9KAAud7CD9dPULQoFABrg5zqCfVoCy1sOv6jGLI77jKWShW6MBuyjHzKx7rhlmHlTHFHBoaksyRvBAtbXqO2sy/vHkrG50ohucNdCd0oelkLz0Tz/r0MbBoFp7Pb83R2e4T7zzB4CZTHueG8yVEc8ex3J9/ghoNE4Lu3LrBow3Gu9wyh6YYH/ufluDoYcM6xkx0fS8ZIfzyeW5ngmYAqSE+fLUvYuXI7lzfGo9spEPKHmduZ4RT007Dv7Y78fPkn/BzqUB10xf7MGd/IctxTrXzzxVEMXkrkUitCrbhd9DeT6es/TjTT98MWJDXjTX3iE/CJT8CYryX5Ulu6b0wk+VJbCgfYOXxwIP7n5dS1VOBQ2EjGUgdkUTqE+8/w2aVCFxMIiCe0VSXhYGYcPSOyOJfanppoO4Xv+1PcQ8D5lcCMrGz2hIdx9FkXWrUs4XR2e5LayUmt9EVRZ8Gihjndrv8jPfwrT9BVF4/hImlifp8JWLydeT1TwFonJ2pDKY37BXLzPXFMV2BxhBZbUrHb7dQMi8b9dgHGVj6oVxSzpcVpjHYpMzPGUZIu4iZUQXpOvX2Ayd8uRF1lQzO7COmHjbS9Xs1vLzpit0jw8NahlFmwHPWicrCJVusaqW3jSkUHAY/ndu5s2sV/DCo2fDYRwWwjYFMOxbEiYzZgVBorXj9h7aiJIJOw/ORhFq6aRf1wHQND0jl/J4bQ00Zqvmqk0SSCxkp7W/G5KSUxPwSfQypmbjvFd7vHgwC6KDPf9jhL/MYPqQuHGUOucHVyHL678nlQFESASx1VJwKxS0EQLwaYtQIffHKTu2+pKFzWlSWTTrP6/jA+j7nNz6f74f1OMXmvvQj8C2pDZQSezMVuNGJvMmPT67H0fhvZzcf8mHePvmcX0yMujYIvwynurkJoX4fbMUcWbTjO/l49sBQVi17eegGvJ2LT7UFREPZnznQZkkJpbyvF09szecplkTz/NJIO0W949Wc42z7by8aPxmHWKlC9LKTuZwdqGtSYM51wzQB9sIDJzYYqSI//FnnzSl2Mf37z2hmIV8+yIXL0PcJxelDQLKzqCWJt7n8kg2lJD9j3/hCK+ruj6FOJ/bx7M1blb+N8z4gsnpxsi6Wb+Bur2khx6FKJ1/R67C7a5viIUenlbHv5LgGj0poXxp1Oa3E6kdScTvDm0xC6DEmhrWMR55b3w+AuwTBI9/+Phe25F85zprYzk79cREOkJ7KyOkLHPyXgmkDmOjc0H5uRKK1IrLB30m4qRkdTPrYNjK8kd5u4jlS3LYg5we8w4tx8SiqdsaltvN/jASGL9HxwYBGCDWQzS5kRdIuy0RGcvhXL4Kg0Qn4TqMx3YVrIHQBsFgF7fjGz1vzGyAGJaPONjMgayuYwcbtGu66IpT5XkEZHEN/uFM733Pk+fwiSJgsLT/zKmpYdqfcXONTxZ6rNDvgkwsyfT6M66ErwV0aSCkKoGNcOD0U9Jr0SVYWB+FVj+XX+JpQ1dq73j2fH2g/46Zt4wo9Uc71nCPbHaZTMCiJgVBquqkZscjB4CeiDwSXbRH2QjZxGT9o8luB338DGI6M53Xs3R4/3Q2qEokoXBLNARQcZ8gY7GYuDKJrUmvq+Ubz59S1y35MjdXdj6ifzCPnDzJ3EaKS3nuD90EzwCkuzSyd3u2sz+Hn6iCuA2OU05mtxe6eUsv4CMYl1mB3h3PJ+3EmM5qteF6mIb4nB28bnp6chycqnW3wSbz4LRbPWCR4549WxDPfH1QSuFbu13nvVGLyUPCgKwpgv0vKnnb+Ex1OhudGT+U0rwr54SeGHIRT3EBPHA0alMXBSAvoe4azcPYkfLh0m4FQubkNf4X4gsfl01b6qJXzyE7JqPek4JgVjvhaDuwSTm43qLDesfu7kDXPH6YHYa9j28l1k95wZkCriVoz5WlrPE4VXHuf2PxC4JoobnDm5YQCLNhynuruJkCUN/0gP/7o56JHowding83FkdYrUynMbom6SI/g6oL32WpCz5YhWeTI4s2nmXF/Av2GPqXgkT/R77yh8G4QnlfyMAW6QJAvDiUCru9W4LvGyj3fUMZ9nYBzqA7XjlU0jZNxWtYTnyQDgkVOUEwRXQan0eAg5/TdrmyefpDHTcEIuQGck7Ql53EQA5YmUDzWk+kPH5P8V1uIr2ZHdD88L9dxf60S6y1vsmPdcDtZyq2n72KJ8MftUDK3fmxJYf1buPz+guqxnvh2L6X0QRDRI3PINHnya8xp3grIxDDAjv4HOx7j9cR2T2P9wOH8dHgPSsFGvLoPTYGeGL9Rc27+Qc4O7YqbshHntjXUJbnj88CEMq+K6vZO5JZ4kmt3Qp6lpu2UNA7sHMaszy8wL+5PfsmIQ1EpxfOZDYOnBOdsO299mkpBKznBc2uJWlRIw00fDP4aCvpLCVuQhG5sLNUTG2iQu+L8uByHMU2U/RXEdWUIXn8ouGkNQ9fBTL1VgdcfCmoi7SgrfHnYwh1rtRJTHz2WOiWPHkRik0kIXJvIsj23+N3Sj+LzgRi8JETOzkC2DuoavKmN0mBqE4CuZxDyRrGW7BSXRZlEjczcEp8eZQzrncitqXFIBzRSX+lAXqEXsQNTmdv+KhdlQykd4897rZ/wZo83TjkG+o5/zgEGYXg7EGe9hsrhrdA8KUSqUDL9yVOedxHQH2gSPcJXVbSbmE5wYAVlKX6470+ivm8U8owiyuNC8bvTxB1da15Xiewp4+LXonMqwy4m0illOM5Io6FzIFecWuDlWk+dwQfNk/+9F/dfJ9CmiBDUS/V49S6jeEkoyiuPGfc8hwf32yB/kUuqoiOaKkiLccVtup6y5FDK35bzSadbNAXamTf3Oonz5SjMEhRpBcgTXWn5cy7CakfuVrclTepGUb0z9V5edHkvhQxjAHVvWciq9sTfvRaJBMy/eHLeO5yaXFfOfxlP8mdBuCSXU3grlJoO7tS9JVB7zYPgQ2XIR1dS0z+coomBOBXJ8DxVibWsHP07wSz5/jhXDEO4fO4Uvx3viODhxsu2WvSbAjG5yfCIq0CvlrHnTB+cIvSk63zI0bTkWnEUN3OiqW+h5Z5LAEe2D8ahSEA9qgzhFw+utvBHmKMlbnwG14/H0u+TJF4/D6ZsAUyKvU/j1y6UhTqjzYPq+54MXXqL/ScHcfVMFxp9BaxaG045Ag0+Epr66Kg0OtDOq5jKlBBceleRUxuMot6ONg9yv/JGkyfD8ZGcyl5NmNw9aLjkwdSlv1PUo5G86YGEnjbivv0pX3yXyOPTUXgOKse/bzFC/0K+2neLFi41pFi86PJ2Fq8aPWmICeJSQwQmNzv6AIGQi0bedFATOqEU2yENjT5K6lrbabk/D0WDnZJ3VahWyWmQuxI9PY1nHQXO9+qO9oEM9e82XI8+R6XxJ1XqhdFdyuc9r3C1JoLVYX/xU0Ff1H8+QzLVicSSljQ521HWq4icm4b+QBPFU9uSMa5BFNiVQvSq1kQsfEn2+iiMHZqQf5VO1uGO+Hz/iFf7O6P2acBSo8HaTcf0mNtYYkxkaTshWAUOfbWVElctBa4qzE5huB9IpDwulN3vHObzd2/ze3xQ8/v+X2tU0BbYeP3Cn6xqD2rD1cj8/di9djRHtm5mdeotvJ4YEO4/o0jvjKVUDKRp+cMLrtdEkVrpy7SnE3m1qT32KnH/8M0H7iglZj4/dYHdc3YS9KuUKN8yAm6KgOV5k84TuVVHz4gsbu/pwv03LWnSSghwqcMxSEev/8zl9ZQgMpa35OyFQziUmhnl/ogmZxlyiRXtVTUyg53w7zOoaqNmzq3ryFqG4HbmBQsTPkTaBN2eTERZ0Qg2O77vp2PwlCFtstPTJRPPhVZ8+hTSX5tC1YYWBP9ehVfrCgJu2pCaoLzeEbOjQH2AgO1nLz786iq5f7Vg2vlLHMyMw/9qFek6H0p62nA75kgnzWvy1sjwSbBjUQtoSgzcfUtFYK98nI8nEXzRhleCFH2AlOB9GcT45+NwSCwNDJ5ysmo9kQ6pIuyLlyjqLPSMyCJqZirFPQSEahG10KSVcCQvluz4WFRBerKnSRiQqkMlmKlrqaBuW5DICIqPZemZifR1fInsnjMPioKwOVrpMiQFoVqBxq0Rtb84PjGZZdxJjKbgSxu9P01iQu+7WIqKKeovDvh1m80cnSdGQDSO6CLWojFig3BGVja6EPG0L5vix4WqDvQIy2ZNySB87lTDjQCutHHCNU1gVr+raG+kUzw3hI25SfjEJzRHPTaO6IJZK1A+SlwNa9zpT3Z8LNpnKgAit+qI8c+nNtJOwKg0DpwcyIOiIH6bv5GQs1VM3LaQN2taEzAqDad8MwXLu+KYL2Hi3akMeDj9H+nhXyfQJd8dY/PQY1xv/zNuhxKp7xjAiXWbmDR/ER/dmY4iu4zGEV3wnFxJ44guVEeqqe/fhrxvWtFokhPgUoddZuf1gWAEDzda/FbFWu8kXpu8WLR8Jv3X38G42IvMaSqU1RLORHqhb+VC8qW2NPoKCNkaTM4CbVyKWRP9B+jk2CV2hr3zmNEDJlLSVcm32UMI++IlH3vc5eGLUEZ9ewW7xcKFrzeyo/u7lPX2ZefLK0TEG3E5kojv9DqEN0UI31axMTcJwWpn4ro/OFoYS8Fwb0puB7Bs7ufUhstIn+uE9lstNa1kCO/U4OVYT4fxKWjeqeT8xs2cW96PpDlb6KYqQ3tWS/pCLemFPoS1KqG4h8D8w58RMCoNg4eEkcuuIVhsSFQqKhoceLW/MxXt5LgcSaTJBbwvmXlQFIQuREr2+iicsxtwnmKkjUcJ2eujaPSWE6Su5k5iNJ6PxOfjE5+AQm+juMyFLwb+zsVOe3naZxd7zw3gi11T8HheT+FgG6VdlIQtSEIeruO12YPdc3ayrM1l5sTdYIHPNWT1AlMiEvHZpUJeWEXI4npUQXq0Z7VMdk/gRonYlTW62XHMl1DToGZJiPhB0JxLJnt9VPMO657wMDqOSaHhckt+uHSY4e5PyV4fxZOTbcWoRrOCihlx6MJgqDaFil98qGvlwIhz8+n+wsjzw22waERDw+qZR9DFBPLD5j3oA0XRB5zKbX4/i2P1nBuxlRlZ2WhK7Lg6GJgyf6HIdMq1ogsW8Zpl0w1iMPGpXOT5SrRq0z/Sw79OoJuXjmfl7knMKRhM1WdxXNqznQ/WLiHqqxe0Xl9P4YchNPhIeP9eBoo6CwDXd+6kwU/Bd29dINbjDcGh5ZiLHCjfruDVJ66MyBzJL9sGoC00kdXoRUOAhuCzYsZjyflInJ6W4Ny1DHk9tO2VRWPXBs7fieGXsi5EHNAR9Fcjtw/FoNtsxj3VSrhLBaXT/FmYOQa3Z1J+yoojf3Zb+v68hO8Tz+OW1sgH3y8h930X3n5qo7FdILaIYPwc6lgSEsuApXc5FxOKarKFJic7Zgc78noL9p41CCorb4apqY9swjteRa1RjKJ3Xy1S4SrfktL7+UT0NjtGNwnqXAUqdRP5SQG4pgl8MPo2RV90pa6VnR+f9kCSXYDEzwfVcVfck2X43Wuk6IuuNEU2cjsznM9b38PsKAKmC760UfhhCGX9BRZtOI5zdgM3V3Uj4kANX6461jxfBFA7mjgT6cXzJh8+DIgjdGsms6adp+BLG1f6byWgbz4zsrLxPKhh5e5JbCwYRLK+JTcrI3ht9sCpQxW/F79F3lQrVi8XMub6ii6maisjzs1H2OtJ44guhP1UjFOutZmKF+Ofj1+Slqo24ozzq+VHaRwhWg4Xh15tzkEp7iFgiGmgdEFXnBbJmTDrChtGHWXQ2UVcb3+Yi99vxjVN4O5bKnyulRL2Y14zAX7RhuOsnvgpglUEdmcsDsIvSdscbbgkRLwZ/PRNPOEuFRjcJRQOFoHiVpU4dnE75oj2VS3yX6zIonTEeOX9Iz386wTq+Ndz7izazGjPR7hkmRg0Zx5mrcDN7AhOXz2G339qMfXVsW/zcBQJaXg8r6fv7NmU9zSzt3078g1u1PzlR8aHu6gscEHZQo/5e29MrgK5Q1S865KO9tYr0QTeqQ6vrWpeLvVB16jC70Y164IuIFdYcA6tIaPSi6K+rpTFOuBQakUmsSE12riV3oo3o9w4G32UfV9tw5TiwuiPbvOfjzcyY+l8GgLV1IfAsclbuVwQSdHHJqQl1XzidReppyePBgcjeHuQsVisSQJuWXgzXIG+VIs8X4kiTEd8919RvCpBd9+L4lg9ZTFaulxagDGoCa3SxNivF+OWbkLSBAEudagqBcxagaR2coIuVhF4zUqYXwVDEl5jc9KgqrGIvJyJClzeLaXVdwa8riq49HGPZmCWMV+LXG8nc3UUX/w6kaxxDmhf1SLU6psdNQXLu6ILkRLjn0/B8q4sTPiQGVnZzE++y5nijoQsruf7koHsCDtJucUJs6MU/2NZLAn8ix987mP/WM7+Xj0IdKqh6ScfQsc9I2ucA2FvFRL+SwO6GToEbyPFPQQmrvuD6lhfinsIhE9+QumCruL/YoofIWeraBzRhQtVHZpzPxddnMCAVB191ZWogvTwRoNVAUX93blTFc6Fqg6EH9PzH4Mn4z6axbZlu8QfrlRgq60j4kANifVhrNw9CYuDjJXzj+D02sasfld5crItJ94+iLl/JwDe6ZXKa7OHmLJ2IBGnl3K8HzQScL6IPeFhaM4lY03LZE3wBQJGpfEg/u1/pId/nUCtHSIYO+Bj7upaYfBSoDmXjFu6mcCfZXTaO58mdzXhHpVYVQIrX96nIUBkuLaa8oimLq0pjtWz9POTxK2cjUdgLf5b5OhCFDT62gg/VMm6F4PIO+CHLEQcVRi8FChqpASMSuPVUjUDLi3AUOSI8aE7H7V8glO/UsZ9eg19oBSl1IImX4fGyYhTpwpGzV3IdwVDaPKyUG9R0mf/Utosfk79uDrSJ+7im+GT8J3VQMgOCQcSTrLm00/JXhRGTrw7hlB3ro/cxIJRv6NJLyX8y6dEbqki7FAJIXNr6Kkqp3hUS65O34A0OgKvXQkMefs5Ib8JlF0LQBcsoaSbErsE7Cs8sHSr4+i8LTRcbgnF5ViVEmoPB7LlyhBq1jVRFSnWjxKDhHCXCqzbG/j0m9+RZOahLrdR83Eczq8Eflm+iTG9EpBF6bA5WsUQKKORie2T0b6qpcuQFLQDSsnVuxG4NgGhWsFrkxdX6tqS/SKANmfFk2Lu6M/Zt3k4xzZuwvsPIwVmsZasb+vDynsXME51QvJxOdZ3O+L5CKRzHehy4AkOh1wYH/2QVl+/YMPT/kxfeZaIlaIhwf9qFTOyssVl6kuHcShsbOYbX2njhN8d0eAxaM48XB0MBF5v4tOJl/GJT+Bjv/tkr4/C/jiNu7pWlMVoaLApGfayitNXjtLUpTU2lYzHCzri/aCRrft2AlDW18wvWwfQcUwKSz6ahtlB2pwQ9/WL4dinVyCNjmgOb9a192HFa5Fl3DiiC/Gl/Sg8E0119D9bN/vXCVTyKB2Ky0mbHsWydT+jHxNLyKoMduzbgd9dI1KjlSWBf7Fz4U6m7W77OgIAACAASURBVJqDutyERSViM+0yMdTnSGEctb0N9PZ/Rdzuh+hainF81szXtFzdhFJu4eXX3hSeicblQTF/TtiIpH0U7tdVuAbUERxZirwelri/ZGzQQ44d7YfbyybUMjOVnd242GkvwwJT0Mwu4unLFizufhkfZR0tjhRw7eFbOB12Yl5xHNkTXMna6Eb2WCVdr80nd5qN8D2FBO6SoX70mv6/LsFF2khVd3/efNOR1+O9KRjhR9asYAZ9tZDaNhaGxC/F+2Axo9LLWeR1A4O7lL3Td2LysBG0SswDNXgp+e6tC6SY/KnSO2A45UThIBvOOQZG90pie+QJfO/UUbQoFEWdGPTk51DH6an9yVwdxZerjuFxNg2rSsBbKuFxtThzlNRLCfviJZnftOJ0dnuK+rs371v+1Oo4M7KyGdL9MS2V5ZxLbc/mocd4Vh1A0aJQ7A9TqIm2M+7lZBKvtmHZ5THMKuyDZG4ZCmw0hroxJvAxytwqDF4Sivq74yw1YHCXcKMkAv1ZH7q3zGHD8dF4X7UjcXDgxJWf2RMehtTJiSUhsSw/eZjDBwcCohj+Zg0p6iwUl4mNrx2JfWgc0YWlZyaimV3E2IxixrglUx9kI9Pkx8HsrgyYM4cmZxnVbZ2o91dQF6pm1oJ57AkPA6OUG6u2UDbBg1eTVeLVeZCOO4liSvju1r+IocW9Nc1xF5MuzETm78eu+G0Ux+qR3XPG+6Htn+nh/72k/j/+eyuc7CWtkVbq2DlqBF9+e4TSaf4saT+QBl8F3x7bz5qWHVnXdySBZ8WvZ3kM6CIsmB2knO+5G9nHsDvmOAarnFKTExKzgP1hCjnrY7hw9Rc81qvxD6zCy6kea1EpgxJnUvmtBXWlFbd4B+pNShxKbHTaNAcAebcqCvrK6eSaR104zBo8hUvf96LyVCDxfX7hWkUUh04MoDbGj9a7a6luLSWrs4mrYzbyTfs/ab29Eq17A1ajjMKRgZgdZDS1DeHMmHh2vnmXVasOEbI8kdD9eQRcrkJigcjZaThlytgyey9PTrYlsS6U959+hrzRzqT7U/B8JPpOr47chNODAjYvHc+KPz9AkaAlN8cb51Q5Zq2cLL0n40/OpS5SS9zuh7Tcn4t3MizwucboA1fxeCpwoaoD6fGtMGugx+ZFSOc6ELYgiYgDNc0nlKuDAd97osUu3KWCNSWDWHBrLPeKWwJikteFqg7IJtlou/0FpQu60iMuDdk+D5yzYcWAs+wKuIHRIuNmQySa3FoGOL6k6h1fVFV2nHKtnNwwgJpoO85TjOxu/Qvlo7QErk3g5e42FE9rx4hP51C6oCv6PpEMSNWxpmVHPJ6b8EvSUtxDoPsLI8P/fIjs5mN6RmQxcudVIjdWo72ThXeyjR1hJ7ldG8HyFp3pEZfGyYK3sdgk/LB5DyZnCSZXgQY/CZO+vIjTgwKW5qTg+kJKx98W8MP1E2i8RLOB7J4zPeLS2Dz0GF8OmUyQuhr3VCsyfz/KO0oIW5CE1xk987LGULqgK+qKfyZO+BcKNP8rAavaTtZ0f3z2FrJ642TKurryc8qfTF1xnm/GT8X5njuHbh+nJsaX7HFi80BZLqWss4QlOaOxllegEKzcyGtFhKaM4JUJHC+4j9XVzNsPJ5A1UYH2CyXRLqW8PtoadbIj+kYlRWPN1IQrabzvQVkXmPbZH2y6PxD3DWp8kmy0UpUgNQpgs2F0l3Bi2Sb2v9uTlAI/Am41UjLUTP5QdwytjSzNSWHwgxk80IeCXMbbPoUIUvFBWeZWYXKVszSiJyXpXvxc9g7ZRzug6xyATaMgrn8qZVP80Lc3snnYaJxyrfR0yaTpmSu14VIi5uayavUhUj7Yzpw+E7E7ibXi39ENAVcEvIfnUx0pp7jeGcdCgfJBJv7c1oPsLR7I621M3LaQTc/7UtnBTvkoLe6JcoytjJgdobSHGJCqb+XCwcw4HPMlFBW4U9JNdNnUNal4UBREr7YZmMwynjYGY/AST2b5L1bO3/m/Swn26RXogwV+fN2DdnemUXfPm0NZsdjzi5m4fDEKvQ2J2Y68wYrZQbRjDr/+jCUhsbS5WEzW4Y64TC6g45gU8gb93wCilHp/KqfH8f3BH5upB8OcntFoUzRn4jzShbDi8ilsIb6oy01UWNU8KBLr/raORcxocZtu/m+Y990sXH9OxP9yBZ9MvsyJ/M4UfhjCsYquaIaXoayWMPbxFLRntUQcqMEnPoHiWD1PG4OxpmWSb3ATb3JFxYQsTyTrcEdqTBryU32ZPOUyNRFC897q//bvXyfQFgtqcc4UCPiPmbV+f+H5WIfP3WomRw3k4Or3kT7J5GiLywxZsZjqKAkyNyPuzwWaXG18PPQmuoMBVI3viNEux5zpxI67fWm6FsyQZYtxSlPQ8MYZlFYyP3PCU6HnvfBUZI124oJyaR9UgKrGRvDvVczqd5V9+98DqR2DjxKzgwSzXYbnMwslfTwZ9tltvi8ZyJjryXhdUpI7VI3a0URT+wYCfMQZ7MWYPbz8qg1mDw2hmgpab2hA0aeScJcKGj6ppf6CP5piCWqpmZBDEqRGG10OPKE4Vs+qi8dI7fMjlFejfVXLrxMHYFXYccmy0tSuBckNobT9bS45k33I+FKL0GBgS9dT6KJEyFeDWaw51dtd8R6Zh0rTRHVbO006JTa5gHZAKQE/KXBNEyj8MAQAP+9a1k06glUl1ktmjUDAqDRuLNxIwJ8SFH0qGTLnDjnnwonxzyd7fRQx/vn8dlrEiCirJbzI9UdZLUFRZyG10pfiMhfWTTqCINixlamQd65BrTCT+UMbZEY7VqUEpxNJqB6/RtfdgNsxR4qaXJH5+3HxdTT+5+Vkvwgg+VJbIg7UcHTeFrSvahnu/hTPJ/XsKetNWTc3lvpcQY6N3g4ZWJUCEzwTiHPOYeyNzyl61xmDl5I1b4YRvMJC4Zlo9FYV69P7czmxHWatQO2kOPLe9+RWVSuEvZ68//Ftnh9ug9MiMVwrxl+cI1vTMmkc0YUzhUkcu9mdwjPRJF9qS85oFVmHO9I4ogvhk59gsUvYPPQYu671xy6H2Ofmf6SHf51ZvuLzOMbMuo63vI74vaNp9BVNADkLWyOxCmADjxQrX2/8maV7piDX23F7aUByTyTfaWVGNvsm8UH2YIyLvfDdkUtxrJ6mgZ1RZ1eS94EvAd8nNJvbm64Fo+iXR8WMOKbMuUj8sz5Ic9Ss/+go32UOxmSRMjviNlt/eZ9WfXPo45HB5f7ROJw0kV7hjfSmC44lVirbSpFYIGRfNkcenePPhmB+jYkic3UU6lIJfvcaKeijIXZwCuGacu580gl9qBbh03IqHnvjnAXup54TdddIW4dCTvVsT/rqELzvSnDOaUSqN2F79QaAzN3tcPRowPzChaYQI+7uItgr/JiehiDRzL7gxjgUFVJU1QIez03NIbx/p6b9P2kEuWvjWP/RUTYvHU/R+2YEqR1bvRyvBCnV0eDdrgyTRYbnFwIZSx1ovaEBfSsXRqy9RktlOYsuTqBHXBp1TSoaelRQsLwr8nqYPOUyBzPFhgqPnHHLsFLY345gFVCVSjE72lHoBOxSMRzY/bnAydUb+bm2C4kzO7P3l53MGjyFvicfklLvT9kUPzFT52kkvTqkE6SupoMmj+X7JtHoZ8MuAcc8Cc5vrJR9aOTd0Fe8iG+HLkRCyJFcLEXFDHtZxZYrQ5CYBBThOhorNfjcliIz2Pn8h9M4SEwsOzIJq8JO6K/VfP3HCdaOmYzw8jX5R0JwdTA075v+nbTmPMXYvDjw97L3yt2TMDuCshrOLt3ArMFT8D5Y3Jzz819rlvd40Uh2oxer7w7HJoNBvR9RMj4St3Q7ghluf7YRRZ2F+Alj8Elq5PaKeBRFNfglaSnpbuLpdx3ptGkOEsFGk6uSO4nRvPoxhtFbLpO+2BOjlw3T4M44XnBCGtYC9SwZr36MIeij1+w68R7BB6T4JlhYmfYeY0MeIf/Lhe8TB+N3z8jztGD0VhVFI0PI29cKldyCS7YZo4sE10wbbQZkUv5eKJ0vLuB0WSdsrYIIO9lIwPU6ssYrsEXXM9z9Kd0cM5HkliDXW+nimUvIHw3M++oUjX3akDHSn83pfamPDUHm1ESDr4TcoQ6svXgUQSFH6uVB6zkp2GwCmlI7IcclNN3wQBWkp6C/GKTbYFMSfrSJj4bdYfXMI1S2U2LpVofHcxPZnwc3D/uPFtwX078cxXwUeYOV8MlPCJvwFIlBwoxlZ9g48ijKDa54fiGunPWMyAJEKBeIqd02RyvZ66NoMCspWN6VoMt6fpu/kTqrGqfTWsyZTlz8fAOac8m4P5YSHFGK0KEORbgOt3Rr89bK4VWb6XNrLknt5FRHqpk+bjaZU105kduJIHU13geLGe7+FIlRfG1PZ7fn60OTwA6uaQLnh2/F764e7Y10rr+zi2vJb1HVTsCxyM6bT0Ow9uqIySZHXSqhW69UzGYpfjekMLGCRRuOU9jkxjcHxKgGWZQOq4OCNgoTksw8Xn/5FgGj0qhpUFO6oCulC7qy7MgkRgY8w1JUTOGZaEJPG7F0q+P7tRNxyrXi0KWS9hNTWFMyiLbHMv+RHv51Am3wV3EnNxRliYxFU04z2/MWXo/qUVdaSJm5k0kteqIsqKHRV011pBqj3crOW8cpH+tG/R8BOCXm4nunjuePQymbbqD1tmIiDhrYlDQAiUHCwgGXKI2VUe8vcPDmUUo3yWj9Yz2uykY0JSJTSKEzo5BZSan3Z86CM6jfKDC5yPFvWYkNAb+bVdQP1/Fxy0QavWXU9jZQ3hnm+V1j27JdtF7wgl7ur8gf4ARJLxBe5eOUJcNmlbAo+QOmH5kJ7q6oC/QMcE5BePSSw58M5cP1fwGgvOiMXSKgSNFQH2bhtwnxjP5rNtkr3sJWW4cQ6Efw5+VYB9RidpDili5en4J/Fy16VruAVSklqZ2chQkf4pRrxWSSo8yvJqRrAY0VDnAjgJFpE3ELryZsQRKttxZRFS3Wb/Z32vPkg3hu10awJzwMVWYJmVNdMQzSUTbFj6L+7lwpi+JKGyceFAUhqZeiC5EinanCPdWK745cLurb8mdBNGUDm/DqWMbn2R+RHR9LTbSd8v/4i4vY151o0kpQBemZEpHIyJ8Xo32mQhodgWp0GVmfyrApbbiPysNZKhL9L1R1wO+OvXn1LHLQK1q89xqn3Cb0NgWvZsvpn5hPktGfyM0l2IIMeNzIY92kIyjzqthxpy/SJtER5PqnA7Vj9EgFO6t2TKLS7IhgA/8/y/HfIidrlpyOvy0gd14b/O+aqZ0UR/AK0RzTcUwK6yYd4WBmHPZ32hMwKg3h/jNC5tYgH1dG2Bcv+SHyDG7yBopj9dwva/mP9PCvE6iyzkrYoirCeuRytSqaD7YuYcqRC6ie5tF3ynQKF8Vg8dDi9ECsFye1f4/PPp6LTavGYeBrMr5owUfHrxFxoAZDsSO6Dr5IS2v4s/d2JvW+g1ywMmRIMq49S9lR1ZW6HFcszkpuPY2kqouF8p5mckarcF8uJ+FaGzYfHM3Pn27DqhSY0eI257e/C6YmvPeq2XnyPQQbODzU0CMujZwmL9JMAZR81pGEmpZILOB63w27wYBTrpWwqa/QPlAzbHgCNW97UtPehRUrp+B2W8vrkWqmOedyNuEs2kIzo769QvyU/Yzs/IipKxcQtbGMoLeLeL3sLXLH+FA0IRxdqRbHq6loUsROa94aGVm1nuz/ahRB615RsLwrPSOyqG4txcnRgL6tF5WnAmn1+QOqTgQS7lLBpXaHMA3qjCWvAKdcK9o7WchqDZzWt2BHwDVyfmlP2aBgHPNFxqtQq8f7QSO1hwPFiAXE2rPjmBSsu41oX9WSvV4Ur9vQV2ifqQh3qeDVa18iO+TRIy6NmGEpyOoFJGYwuguMDnvGjjt9cckUk8Qzp7oyJvAxkzolEnHIQMnMt/lzdi+Guz/l5e42GNwlBIxKY6rXbZ7fD8fyvonK2Y3IBStylYXO6td8v308ug6+hMVbyVgcxPJ9kxj+50MCrol8o9IFXYmamYoxX0uTVcrwKbe5XhCBTQZFg70oWmjGJUmJ3x07Qvs68gbJmuHT/leryF4fxZ7wMOzPnBHWVOKXpBVTuI9IcBj4Gl9lHXOffUS12UH8MDWo/5Ee/nUCLfnMhCXAnaq9wTxIiuCdcU9Y89N4NGftyPVmPFLN2FRSLEXFyAw2xic8p2S2ifI4V/yStEzofZeTY/rgfbAYaYMEp8RcvH6rY9HbQ7EhcGD9cFZ7JyDs9eTkra50jnlFg6+SyJ11fNjpIY4ZClqeNVG+2kLwZQOqSjubigaiqraw9YcPqYm2kznLG7ODFJ9uRcxa9hv+V6tI/qMtp0o7s+dVD3SdjGwJPk9DqJkao4amXu2wKgQyf2yNuWcdSSti6P/lXUxOEtye1TDF5w74GYk6PpvoW9MwuskoMrniJDESoSnlxJqNZH3mh2yZMxaNHXmDWEteGLgdnxsS6g6qCJlbg0Zppua2DyDuZsrr4cnJtoz+6DaS38XMU+/TmYQ/VNJzRjI7Aq7x7u4lOGRW0DiiCw6FjWR+0wprWiaH8royaM48FOka3NINXFu4keJYPXUHVfhvzsHoLhC5qooY/3zk9ZC9PopYjzcItXp0IVJy18bxan9nAoe/ocGiIGpVEdYhOsomeTHWIwltHgjvV2F2hNtl4QRcEzA7iN1Oz0dwMdqVWW4PyBrngHuKiZyJElbunkTUzFS++eKoOGLSt8W7fRn6Xq2wWiWMPzmXDyKe8l37Xng9qqe8o4TC3lp6xKWhrLGz/vEAQLQBvv/xbbLXR/HFwN+peuXO0WddEAQ7Fo3YkwleYaE21kRxD4EAF5HsF+Ofj02jIG+NiEgBsXY2r/fhQVEQdxKj2Rh6Gkvvt5FLrASvsFDc4Ix3MvhvkbPe//L/Wg//OoEeePsw2bOlSCx2+vd4xpX77WlyspNW6otmXQmyBiuyWhNNAztzZf9u1u8bg0xqw6ISeLO6NcdTYxBKq8RGzLiNvFwRzK6AG9T2a8Xtr7pichV468ZMDO4SAqNL0U3zpHyYkdyR4qDcb2A+0tXleA7LRNJkpXGojvJGLcFrMqkLF4NxJvS+S4OPhHKdI6v/Gk3eGhmBvfMZ5v0cnzG5zO10k08+mYekQUpf73SanGVY1AIR017icciBorFNSLAjbbKj+bGKjaM/wvW6mt69ntEpJA9tvpHLeZGsGvMxF4bEMPjYEmSNArKiKnwSof/ERD79zz1+rOhFcayemts+HEr6Dbehr5AZxdGGbZYT/ler6DgmhSsbuuP9Vx7eB4uxtA4iRptDtdmBdr/NJ+REIbkf+aE5l0z92gZCTxvZmJuEwypHJq77A5csEZ/y8bsTxHljmQvZ66OoD7KRvkqEQf8No+6vTcHrjJggJovScbN/PHXbgnCQNVF3UMX0Z8/pdjqVbf0G0+gr0MajhMBe+bRwqqLRS4JsZAUzsrLZ991WcjbFMuCHJaiC9FS1VRJwUdo8utnfqwe+keU8GhxM+TNvdCFSlrW5TLdeqRx/1AV930h0LTSE/lpN0IEMcQPGV0BSrMLpQQF2tybyDW5oziXjJdNxfeQm1sZeYGTIc9zT7AScyqW6vStCtQLHfAmNO/1xC68me30Ub4Y5ErzCgm6zmcYRXfC7Y+fg/q0Y88UPQXxpP2Q3H+MsNfD+6bsU1jrT4CtBuP+MUXMX/q/18K/r4goyGbnLYwjdl0vmRi/2djmK3qZm0cUJ2DRWQk9YKY1VITGD82srUqONen8Zdik0OQl0GpVC2Xsq9N1aUjyyiYgfGsmc6krEgRoag5xweFHEy9V+OKUp8P8lm8xN/lzvsYPelxcQdsxC8fwmAlzqKL0YRIv3c6j9IYj520+QWB8GQMKaLpg1AtVtBQb2fURv53Su1rYhZ04rsseItkM8TPheUNDgLeWrecfZunwsP67fitEu5ZN98zC1bcQxUYPfr1nU9A1F/nEZapmZr1tcxEkw8XXX4djNZoomRKCstbNz5XZmfjuXt6c/o+CTIH64dJipqxZgchUwO4JPchNv//CYtI9a0hjmhiZPxw+XDvPlkMnNY4Heq+7xsLs7RUf8cTrsxK74bUxdtQDFR2U4z7CCzQYW8Tr49zx1f7fDbB70PpkzPAn+y4KkyYZdIlAfoODXtRuZ3Ws8uvY+aM4l45ekZbj7U/aEh1GwvCvrJh3h2/UT0RZacPiykDdVbvhvkZM3UI2qWsSfuqWbmLP3JCt3T2LWtPOcifRqTtL+8Mx/+HHtSHQtJYScrcLsocHwVR3V930wudmY0PsuVzZ0x/l4Eub+ncgdb0OoVuAbWU7ddR/sUrDH1CE8cGbIRwks90xibUUsaXW+NH3tDUDc7ocktZNT9EVXpE3Q4v0cXJUisdH+TnvkxTVY3uQh8/dj2d2LrHt3OLqOfmjvZIkUiiAbfnfsdPj6CRnzohHuP+PV/s5I6kUjv1t4NU5btCjLRLNz5lTXZrfRf20XV+LuhqIOaroHEb7exLSESSxPHYbNxYxnQC0V7VQ4v7bhd0fPue1buLB/O27pBrSFFjyfmnhSGgA2K7vit+F3VoE1LZOVg06TPseZ8k5yzEGeqPPEGaG+awscn6jpe3YxvdplUNVGhaFeieU7b5Gj86QFBf2lXKjqgLdcR61ZTVlnCdXRAvJwHf7KWhLrw7h+owNv5oPgbWTsu/fROJrwmvsaaZOdn+PeRt5gY3bmWGqtGgx+VhTpGq4v3Yittg6nE0k4zhWj5Sff+IzpK+aTs82Tgv3e3F+8BY+/cpi1di5tP0slb1YY2Gx8eHghlpHVGDztBK5NQFFj4uKFOLqeTsOqFB/p9foo2h7LRNYimKo2Uh52dwdvD3zeT0fzf6h7r8Aoq7Xv+zctmZnMpE167wGSQAAhCSUgHQEhgrJpQaWDiICAimBBtiJgUJpA2EoTUaqAdMQASeglBUICpPc+M5lJpn0H92aeZ39Hr+/3HbjXCRxMCHPf61rrKv9y7AYfjJqOfoyg41q8QYXFw5nB5x7j27kWP+9mBkQXMuvsTLQxHrjliahOcKDdTYb08h1Ort3An4YwjKEedjnMykQtJxq6U34kBk2uhZUPx2JSiygdLuHRvWCMpWpqeitRlwjpeWuElZYw4T3sW/QNWS3hPNnZi6oBHVQM03C8pjtWqYiAy21s+v1fVCQrEO3wRBTfQvhhI5c/7UffJTdZ/jQH7but+B+XIQ/S4io3oMk30dbFiPSaC71Scjj1LIY6i5kjj+J5fi6U+T8eZv/PW+muFIIv6FQDuiAr0c41VOqFTrguUE7R234AvHIhh7VjJtHaw4/WEAna5Eg+m78XvwybUHNPD6O+q4K2lAQ6b2rFLU9E0DkLn3b6jfKXHZh9/DQFM93+gw30fxwP/58j6v/n9fSdcGxSqO5rY8XRQyzpeRHrTVfeiL/DDzF70XZvx+VCAZKyWqaNmkHfLUv59sA2lNlPsUnFBCxowRQbTMqx9/hq43a4FICzxEjnzS2I4lsomish+EQj/j8+oraH4B35ycjDXMnpREuUDc9LjjRFO+AhbSU6vYlO31URp6ogR+fPreogZDoR3resHOy5m8d6H67XhNF3YC4ex5Woryk5crw/ugYlWpMcz5vNGLuHMnDtdQb7FLD8u1m45osJ+uo2vc6+h+5kANWL+lC9XoLBQ8yJoZuRN1mI9a0i2K2JN3q+StXrEUgNNpwkHRi8FdQnePDL9G+41P0HItKKeLKzF+K2DoI+y+RqXQQGjZiSz6Vcro8mXF6LIdKTkKMN2Do6ePyxK8/WJQmMlI0mFnX5A/WTZsHb5RUXtj1MxmVWBx4KveAyrTLRECuhIclE4JpMNn6zRcCYNvbmy1/H41ijI+TdJrsId2Gz4MlpnNFEb/9Su1nusZRNLBl+Go8H7Xy8Yh+FC4Lxy7ARNzOX7ZERvLluMb6OLYj1Enz/dEAXZEUqtvxbb8mR/A5vNLkW5n51GDcnA0nbbqE8doOL+xPZX9cHR6mZlDUX8HLWkV/ii35+C12Cq3AYXM9YzT2CV7TxpyGMoB+lzJhylo3LpzD0m2Vsj4xg1pUMqG/C5t7B5Yooyq4I1DLHZguuhYKI3W9V3WiMdyNlzQX89z5m76aN7Bw3CoDZx09T8rkUz+1ZVCaL8N5diWZSGWaFmMP1vfDsVcPSU1Px7VxrlwH9K+tvl+KuL87GahOxfOocbFIRVUkKxk/6k6z5vSicLkOm7sDfo5lfO/3EpEkLKB2uwLUQrn25hfgtC/F8YMLpcR2YzJj93SlZYsP6TIXF0cagPjlczoxDHqSlrVGJ0r2NwC9FVPdxJmXGFQ4dHsi9ud/S/ftFePSrQvytBzo/qd3C/eJrG5gx6z027dzCjNxU2tplKM440xRjI67Hcx4W+yNqdEDaJiIksQyZxEJ9ejB+s5/yD5+brEmfglQHvkeKsNTUsr44m+Wvz0K7Rs+y8PPIRSYO1fcmXFlHsuoxb/4+h+hdrXx2fC+rQnshiQil8hVffHfeZeCtBvYdGMqvczdwRhfL97n9iJhXxso7l5h9bxrqo2oaRxsQFyoJ+U2L7XYuEmdnUm/l8EN0MGInJypnd0MXZMWxUTinAweWUpwZSPjPjYi3tmIaWMXw3FaOrRpKZbIIq8LKwn4X6aYowVOiZ8HiRf9hRf8ifate3AdDbz3SfCdCjjYw5NAtjpbHYzzsjUktdFErkwV1gyGqfBYsXmRXhI90rSMnPZZx7/7B1a5ypKHBeB1stKu+JyflCWD/DBuDPr1GdjcZkphoCma6YXPvwNYhIeB3Ma0hErturv6sMOJoyPZBHNfC6LA87ncHibMzFTNiBRX5caPw3l0pHExA+GEjTyfIsaosePi24D76CeVHYgj8RkMJ7QAAIABJREFUSsxrey8R41jO+yvn8/rK8xxbNdS+j52KdZR9LPw9VNNI2YlQekzMoWhdF7uGLvwXp7hWm4iPhk/GrJBQNFmKQ58GZCKBxCxqF3M4aQfTA7MY8dn7mNQygs4bUdSZeWnDQsa+cY3vtm3G/KwYq5sKq0xCyHqI/L4CkQUyLnQl/BcDgZOLSBt4kHCPBiTldYiHNPDjjb7semsL46IGEnRWi0JqoiJZivsjA/MKi9g4ej+jb8+hor+MD0ZNx1FqZlnMBRQNVrxuQmG9B9mDNiPxMRB4oZ3ntRqeN7gTNLcQFwcja/JG4XW7nfFzLyM+JGHN81tsrhlMQ6yKjl+8CZQ2snbZm+TW+3J41yB+qO3PzOQrBO0qZuK5BYzOa8IQruHThXuZ/qCAXzYP4cqC9aR+vpSfvh1OxIJy8PNi7YjXUZxxZvjyq5xI2o6iVkThFBXri7OpmhaLXGxC4uyMJT4Sn7RMjqVsot3dikwnwAO97lop+liQ+Khd0MeOBPKMrufyyG9QSYzsr+vDB6Omo84opPxIDP4bnxKxOJu6eUmsL85mwezjqDKUeN8y4b27kkujYpBJLLg/MuCTlklriITkpDy+z+nPgsWLsM2pwyctE+05HwqbPfE6VkBth5p9ZdcpH+fPzYogu1NZnKqCTt9VoahtJ7ub4B3z6D3B2m9AdCED4x7bO6wRK/Lxy1bzfvh5RDs8Ece1EPxWGb8+7IFftpqny2Iw92uxS3K+sITwuCeiaLYQGgPjHrMg4gptKQkEuLZQONmJGMdy0msH0GlRHudinWkNEebAS78+gO1eHsGzqwhebabsRCiBY59zsyII9ZNmgaP6F9ffLkBXTJwJMimKghoujkjDelGDm1SPskrEnIGXudoWycb0CThOqMHxzC1EZitGjYR1C3ajkrTz/qQ5tKUkUDTFjcMHt7HzyHaWXTqFW56I8IONaFfrqJ/Wg11DB/FF8HEerfPHeEuDokTG6ZZ4RDIp4pY2qk8FoawRUT5IybbU8Sy+OJm2eiWr3/iFimEa+no/Y/eHKeh9xLT5iAl0a6bftfmEv1WATSLCahPR1qKgqNGDiiVhtBU7Y/CUcaK0K88b3PlHxhyyf+0GIvA6X8qsnGmYlCLmhmfgVGPl/r44dl96mcuX4wk4JyLt1hAUzxoZqWxi/cZ/MP6dy6TGjOSXT9bjfamKmvHRPFog1E/eZ0q4/Gk/Fsx+F6MGJD4G3v5iMdKR9ax8OJaCz7rQEq6geE0SKcfeI/InPeZ+LSjXCMCBiC+MmAZWoaq0EPJuE1vTvsX2sycPOnwYqCzkwZ5YKoZpKPg4Cvf9KjKyYphXWIRPRiPLQhLZ9bSfHc8L4HWomZJKDRZHCeUf9kGmtRGnqsDcIUF57AZNegX6s2EMmHKL6kZnalOikYksvHxzNrogK4ozziiP3eBqaxSpLjmUj/PHf+NThue24petJm3gQVSlYp63aghSNNLurUIXZCXzQiw3K4JYemoqtjl19PYvZUimoKyX5PKUkFVZ9tkuQNaEjQBYHLA3nAD2zR+DbU4dDC5HVSomvXYAVQtDCFI0Yusbz/H3vsa52MLOcaMEoL6PJ5a8Ana9+y3NRgUBri3UJrljLFX/5Xj426W47a/0Qmy28XycGJ9rYqQGG03REt6eehaVxMj2zeNod4PNb+9gR9VAWhf7IX5WgaWhkV/KBXOa19+Yi0UuZePubRSbNQKHMCocs6eawmkOOLobcD6twv3nuxT90BmnW0oM3jZMniYWJlwm1SWHqa/N5eix3bwW3p8nG+IRuXXgd8SB3h/fIrenlaK0RCK6lhPtUsO9tT2oer0dh0dKVKU26vqZCT4KkqU1JGiKufZpIi1vadkX/wP7GpO4vCMRr6wmyka6ow834XNFQr/3b+Ah0/HH24ksPPgrW7r2oHRfKO3tMsZGP2SaexY/Nvblt9yu3Bm0hZfXC/YJ6lIzMq2JlXv2IhZZ8RS3YULM3A/ew+gmwrHZRpuPmIylG+nx62KsKgvO+TI8HrQjvXxHUGQ3mbG6KPHdXAzAnwWRqO/L0QVZCT9sRJpfwuybt/j+H2MpnKom+Iz5P5glqlIxzsUWln59gKWnpqIKbaG1TkXUrFt8X3KN8Q9msLrzaVb8PA15o2DcZBjZyozoLNIPjUCTK4xPanuIkXSI+GfqXpaemgrAxtH72R4ZgfqqB9V6Z6oeeWF1NhNwSqjnIlbkUzNWQcXkCD6bv5ftkRFUL+6DLshKxOJs4T392+3bJy2TslV9WD7lMK6SNj7am8p7k48T41jO6pmzCPrnEwqbPXEa8YzCPT1Q35dj7tdiN5Ry36+yd6z/LIjk9a53yZkazZBDt9hdkETgV2IKZstx826l5akbMT2K0f4zAKcPK6j7VwguTwXBO/gvTnHNSjF6bxmu+VJe/+g89XESDN5Wdj3qy5b0cRg94Zu3dhMta2G0xwOKR6t5vrATkohQ3gjqxyc1/WmOVCJpt/DhuDdRitqRaNypGuJN2oHtiA1iwj7rwGFSDfpX4nF4pMT7ZhuKGhFqjZ7dBUkkHF7K2l92A1D2UwSKSgm+Hi043yzj0TBXEh+YCD5jpuFgIE/mdWLaP09ytM/3JIzKoSHehnO+jNBPHtPP8ykH7/XGsVGA4k26M4MzxV1wbLYRvvs5HfF6FGUy5A1mLpZFk57TF6xWrmujKD8Qgvd2OT5HHXnU6sP0TYt5khqOyw05hWYZLbEmNLkGhqy7itVRgqdEz1djJvJzSy+MNgnaQDHNie20TtDSGmVm9ML3kNeKcb8t5adFG3HMKeXJ971ZefIgolYdVgcJlYlaQhQNROy04pOWiVVlQVZci/cZM+/fmoDYKMDcano60Om7Ki6+toHo9CamzzhLxIp8lmS+gV+GDZ9xj4iadQv92TAKTBqaapz5/Jtp2GQIDSCDDYPOkYsTeyGKb6Fxqo6eH99h3T/2ocm1sD0yAr8MG8lJeXz5+TTaUhK4dzuCxus+qErF7Biwh8pkEQ4tZnLSY9H2CcX7ZhvbSwdSfiSGHhNzsKos6M+G4du5lsQHJrxvtiH198MpoZ6Dnfz4aK+AuT3S2Yt/9h9NS5gDtePVNOkVDM9txf2qI2a5wP2MTm8iYHweDi1m5hUWkVvvy4DoQmrb1RTMdOPYqqEozjhTONkJsU6C5Q8NG0fvR+Oop81LxqN7wbg8FTxf/ur62wWo+nELHpdLuPnhZs693ZewPWVEry3Ex7WVd2YeZ0vqDlY9Hsu4z5ax5u5o/K534NAENWkyijb2ovD1ADyuV/PF/l1Q8JyVa2dS/mYnPlm8lyUhgnuWPswF1YcKql5vR5NroW1VKwxoQv/cBbWiHbc8EVtqBtM1Y7bgipXRRuUTT56/HULrAVf2X+6PpF3oMhZOduKrmyNIqx5q5xr2mJiDr2MLLhIDHyb9TsD6IhykFoylat6OyqK+u4i3PK7i+5MjImHP01zhjIOjCYOvE0V6TyaF30FkA4NGzFehRxkw7RalozV0nvKIP3RdkFfIqHlJybX6cJoW6XhnzkJspZWc3pyMq7gDhxYbnb7W4+ZkIOSEDYcWM0YvK4qUGuosTjSMjCBt8E/8s/9oTOG+mJ2kghrF5WSeTpDjly0oKthc1VQtCML1sgJtlCsRi7Nxf2zB/LyE1PeWYskr4NKYOO4eiqPT1wKhuWNEL/v7PFTfG7FOgsdDA943rLjliRj0fiadvtbbU8ve/qW8rbnG0uzXcWgx03gqispkERlZMTSONCBpt+LbuZaEUTmMSM3kw/UziehajmONjo9X7BOMjybIKc4M5GDP3VTqXUjtLdS0ka51HC6KR3LvCTUjg9kdK3iGyns1YJZD/D2weLmhaLDy+P0g/L8R6lrvMyWsfXsvPmmZ1Ca5U34kBscaHetWT2Vl9O94OWq5eyiOjaP3U5kssjurRyzOtqe7Te1KHHSCbeGGA99zsOfuvxwPf7sUt+SXOJxPq4QhvBOoS23I2qy4Liwlv9SXIJ9GSgu9CThvwzS3gZqnHnTa3sz4w3+ytXAATZUuuORL8dl2E7FSScvwzmxct433Vi+gQy3Cc3sWpiE9scrEKEtbseQV0JyahLLWjNtHxeiT67D1jcfgJTiHeZ8poTFdgdubWjbdPMa0Ve9zcu0GpncZwbe5Z/myagR3D8XZO4bVi/sQniI0hl54iEwddJXrixKoWthO4OQiGo4EU1/mStqQn9heOpCihwGIO0Qoq0W0eduYOOIaP+f3xO2Cgtg5uWQURrCwxx8c+Xg4FYNAWS7B9akFVUkbZUPUGGMMdA8u40FWJL+9sZH3E1OY/OdtfhqUgM1s5vHqUC6N3sgzswuuYgNvHH+XiMWCl8g/jlzij+bO1Ez14Ol0H0xB7WQP2szAncswO9mwONrwy7DhfL8aW6v2P3xO/Pc+pvP5ZnLe7UpjZwVWGYhN8PGKfZxo6M7dQ3HogoQNWtjsaadlASx/msPX4XHMKyxiSeYbiBod8Muw0ThVR2//UsZq7vHVp1NpDROjybXQOFWHm5OBmSHX2P1hCgaNmDZfIUsMXJMJlwKQvOuE9+5KctJjkU+oIdK1jtW+Z1jwygy7wVbdvCQschH+ex/jfdpEN3UZu/a/gqLORpuviMA1mcwrLBKEw/q1cLDnbpaFJOKXrSYjKwa3vP8JRgC/bDVF67pg0IhpirHh2CgmcI2gtQsC1PJFF7f8FStRswTD5f/TFPdvF6CyK760pgXS5iXB82Yzj99TEr3FSLf0PE49i6GtxgmRVYRXtgjRlDqqq10R6YV6aMBL+QQpGrnVX0PT6C5IDTYWfPULe18djPVZKXPz89k5ajjtga4s/P4QG5dPwflmGbOuZLA9MoLm1CSaI8EU9D8aptmDNjMtsC/P1iUReKEDvZ8Ddb2tRL5zg20l11jY41Uqdnuzq9teJh1fSPhhI6LP6xnunU/6oRG0u1sRexsJ2SGi/B0z5ucqXJ4IOFTRYUFIq3GoEbXKgOfXcp4vAFfnNixWES1P3Vgy/DTf3B2CVS/FJVeGfGQt1l88qe9uQ6oX4ZtlARuUTzQhKZMTdL6d4jEOqJ+JufzBBiaPfJsOLyccbjzGqtdT/mEfEMGpOV+zIH4Mq+9c5KO5c2iIcRAA/f+u6fBwY+vvuxly9H2sKguXh6WR+t5SQZP237zHHhMF09u2lAQap+pw368Sfn6UjIrUTmjjjajvyzG62/C6K8hSejxop3qBEanEis+4R0hionn6D3ckHSLkvRpw+sGViBX51E5yZ9b5S2xcPuU/kEovjHu1Ua44NpmQXLmL5rob1Z+FIzsviPcOz21l64VhgOAnGrHTSk1vJQ6D6/FcIaJ1o4lI1zoq9S5EOtdR2KsdUa84Vh3aQ53F+X94sY0OHEvZxLRvl6AeXm0HvAeMz6P8SAxuTgaqHnkRnd7E7OOnOdHQ3c73fDF6AuFW1Z8NE37nfzsfND8niPLXzDhobYgqapEXO1IwV8ntpT2ZEHGfMb3vMa3/NWR6G26T6lE6G8EGR0d9xwDXAo4+68ajTVG4zSpFfeUJ6n/TlH54epnvu3ThyWxPpJfu8OnmVJTHbmCuqGTpqak8+yqJ2v5mzCobNoOUyOl3UajaGfXgLQBkOhHPJ4vQnC4g4icjI/OaefX2HNoSwtE9d2HZwgVIfNvY8dMWGFzOpTFxhA1+TnJSHlariOYwOaGfdiAyg2FkKw0NKvRjWnGbVobvYQfivSvQBskx62VYrCL0Oe64hDex6bfRTIq9TXS6EZEFFob/gcFDhMddES5FUDFQTNWUdjp9WIvJ1cLTiVKkOjGtEVYSrs1DrGtj3OaLIBZedcCXmQRvyeWZ2YXqPV7Mz52MvFiQ8di96RtqX3eh4IMwRG1GQHAPi5p1i8+rRgLCjBMEAesbp+PsekAzorOoGGdirOYeQ/4sxrnYQmRALdNnnCVkVRa2OXUY3W1ULzASMD4Pd6c2/LLVWNSOePaqQRTfguUPDZXJIm5WBPHRpWOs2plKZbIIW994bpyOY0e3rkwYmE3VQOFga3eTCamnxIxUa6L/QyPzCovYcmcgvp1r2Th6PwBPJ8iRNwjepiWfS3Ea8Yw4VQWF5V6cudadlqmJWB0kvH1gAdtLB9KhFqO+L7drDgG8FnCfCRGCKXL14j4EjM8j0rUOlycCif2Tbal2QbWGmUmIrt9n4+j97B27jYaZSTiNeGYPzr+y/nYBGvS7FamDhdYQMV/dPo1ThY2oWbewKMTsu5/Aw0Z/7jUHov7jMb3+rCd4bi0DeuVTYXHhkcEPh7MujIzLRftdIKvvXKSHQz0lr3kx8d0lEBuJ+rmYwu8S0PvbKP+wD1J/P6K/r2fyyAwCfv/3Jj4nwi9bTchSLZ7T6+n/0Mg303fTZU0dNoOR19Ivsu+7kQR/3MHvO7cS+cE93tpwHN/9cvykjpQficHk44ppYBUALs5txM7Jxap0IPQjobU/ILoQNycD5rXeVCaLKGz2xCYGWZ0UidhGyMosmktdcWwScbokhupENV53dfxY3geDrxW3PVl4pxZj82rHahXz6MMA7o7ZRPROPWNfzcQvw4a5Q0LBQj++O/kKlq7hSCJCEXWPYUhmOeu7vIRPajXdvCrRddbQOikRk02MPtYXvwwbhkhP5gb3A4SgvHsoDoNGeD6qUuFPTa6FKzmdcMsTkaPzJ3L6XVY+HMuxVUOFm/ZhALsLkig/EoPzUhl9huYCAhilpFLDnwWRlC+zsC7qMADyBiGbmxBxnxttEYjNwu3zdIKchFE5PFnbld9O9KE1wopBI4ARDvbcTfUgC4UzZZzc8DInGrqzr386LjOMfLItFc9LjkSnN9Flfq5gxtsuY9LjSsIca1Go2vHLsNEaKsbsJEXeKOLJM1/qu9vs/xdLXgHaeCPnYp05XBTP1rRvASg/EkNGVgztriJsHRL89z7GoBFTlJbIvz5OY15hESsfjuW8No7fP9mARONOc2rSX46Hv12K25aSgDq/AVGbEXNFFRKVE+a4MLb/tIV5k9/B4OVIpw9yufJHVxwiW7Hdd2H6GxfYc2goRh8LzgUS9IE2bCJw71LP/tgfWdz3DapHBSGygPflKqqG++K5PQtbUjdEWQ8Qq9X4XBDGC/IiYTNUJmqRODtTvCgWUbzQapf6tSGVWghe0UbRTB++Hr+PFb9MQ1klQu9nI3ztQx5v6kJwcB3fRf3MB6Om4727kmKtOw5iC+Ilaup6uaINFtLo17veJfNzQeBK+U4FzXsC0Y1tRXrNBWOijuDvxFQsMWEsVaMqFdMa28Fr8XcRi2zkzOqCalMNfdyekaJ+yIJuo7CGBvDkbRWdvm+m7BUNL43PoWJxGMXvgq1EidXRhk3TQYB3ExMDb7N/zSh0gWJcCy2onzRTOVhDSyczJ175junrl/DJe3tZ8fM0wjcVUPBxFH4ZNqpeb8f3V0d7rVixNBzR9ft2Z3RNehatZ8IxHfFCk54lvM8nzQJ4v+sw+l2rIbMxzA6eLx+kJGFUDmM199j25gQBkdS1nMqzQayZLSB8Vp48SHqtoHtUsTQcg5ejPaVWvlOBn1MLNyuC8N6hYPQ3lwEIc6yln7yGa0Zvlp6aijxIa3+OL/oFsiu+PG8QBNJs913Q5ArP4X9Lk4h6xeG7uZiasQq8TxgoWteFrzZu5/OwHhSlJRJy0oT08h172v+itq1M1JL4wMTlT/sRsSKf/G2x6Mb+j0fof22KC0BVLS+deo4kPBiRWsXxQzuZ+PkyDF6OmGY18MfVONzzwVTojLrYxtnqLsj0gA22Lt7Cvclp+MTVoG2TMz0/lfpBQXgfeYL3uTK++2M/UgM8XZ9ES4QSUa84Um4+5e6hONT3BUWAsZp7VC/uQ8FnXQj5pdb+Yt3UbXQUOlO0xpnQ43o+2ZbK9dQNjJ99Ge9bVurf6MoPg3ZTp3Xig67D7F9nasAN/Jxa0IU5432uDKdujfgfl3G/O3YESnmzCyOWZmC774JMa6OzTw0GL0e8t8tRlYrZt+gbFMUOHMuN50ZdCBUf29At8eV4RTcGnV3M83djKJjlRPApC967K3FssnH1WTgOX9aiuOlE1KZnWFUWdvXdg2ydOwdLe2HwELNx9i4sDiIa493wO1iIslzKspBEPnlvL9unvUbIqiwsDY2AYIrr495q50hWJmqZ/+NhitISseQV2JsntY89UTRYEfWM4auN2/HeXcmCxYswx4UxyeUOpoFVrO16Av+NT9HkWqhM1LL01FTe33OA6PQmCsu9EJsFGxDv3ZV8sHQedw/FMVZzD/+NT1Eeu0HwW2XofcSIPnCjsNmT3v6ltAbJmOqSQ0ZDJADJO5dxoqE7bnkiO0jgwpL1di2mZqOCgPF5GEvVGCOMGDRiLHkFVC0MoXWSYANR303F3UNxPEnzs8P1lny6gKK0RPwybMi0HUj9/ezd26/u/A4IdXB2NxkV40zcPRSHg9Zqt6/4K+tveYOWv2pG5WpAX+pMpy+eUpMSgee/bmEc2p3al2T8M3Uvu5L7kf9ZIFHhVRQ9DGDJ8NOkF/ZlVHAedyd35uSFn1le/RLOUiO/bRuA3k9ER6gR77MOnFy3kenJk6ka4YdTtdC8UJVbiFqaz91DcfifrOLxKjc6fa1n9vHTbFw+ha1p3xImhYQbM/go9iyrLk6g89eVmAI0PH9Vwb0padztkNNoUfHhgVSCPs3k+5JrjNu0HBDmf8FnBO1e5bEbdmGtF7jUiMXZlK3qgzHCyIDoQrukx9Vn4fQPe0qQolHQ6jkVhf6GB+YYHbIHKlyeW3nzk9+42NCZ20+DUT2U4/1KGdIlKsLTn3H6VjfE7WLE7SIi1uYyNKuC/VuH4/tbCbGnKrm9tCeNnRxpjbTie83G0U3fMC2wL4Ny9Pz67RC8shqx5BXgl60WXL3H5wl1p96Fti3+9s71/xsYANi74S8+45MmdEjDZPVMujODtV1PsPLhWJbFXOBgJz/Kj8QgveZi/9wn21LtXWCAmxVBuDkZkH/lSnOEI17HCuh1uQYXiYHdBUns7L6P89o4bk2OBQTZ0BewvxcO2S/2WMQKwWKwNURCj4k5ZGTF4Nu5lia9grVdT7C9dCAMFlBHLzqyN07HIYoXyNvBs6uwNDRStqoPgWsy7VKfL97l/8YNRyzOpvxIDLb7LkLHmf/2G9QoweWAGkWAlpLvvfC5WMWh4qsonzXhUmSlh2M15qpqAs6IaTQoCetawfcF/TG0yzDZJLjuqiPP1ME7Hhkc/WEgqkoLYb80YNNLYVodQ79cxpd/HGL1kn2M/+IcAcfKcapspzJRi7lfCyWv+yIvklMw040wWT1Lvz7ApJ1LeCVvEuqjarY/H4CTn5buJ4pp7Kwg9DcDPX9czMJv57NrYDJuj63MKyxizuR3cC624JOWiapUjMlJUGp//s8kfK+3I9PaqEwWCYJfq/oItgr35Vy53xnFGQFf6npZwUyvP3GRGOj/UGjcKKtsqC870RbRgcPb1WzfMo5XPHJAJ0NiBInIyre/pfNoRSx3x2zC6mxm8kjBNfxoeTyvzfuDlt1yTj2LoWJuB36/l9NpQykVIy0kHV5K2ao+7PllKIoGK4/eEeCDFUvDCfxKsOirWBpu37wvgAERi7OZV1jEsZRNlB+JYXhuK9JmA5XJIvsGb0tJYOPyKXwwajq9/Uu51xZM8Goz6/OG0paSwNquJ/AZXUrdvCTCZPXCPLlzLYt9LtgV2p1GPMMhpxivrEbERxz59fAAVBIjXruUzPrhHborS+j1Uy6W7/Qs/foAmMzC/HZFPpKYaIrSEjFoxNysCKJxqg5NXocwlgnS0qRXMCM6i43LpyB518nO0qnUuwj1prsVY6maGdFZFM/vxJPve9vHMspjN1Aeu0FE13ISH5hYMPQ8YzX3kNeKmVdYRMD4PHtw/pX1twzQMb3u0dhZgsePTrQbHZh//iwjli9G1KrjwvpNzB2cyodPH2KViWjRyalsdkYssvF9zwOMdH7I7dIgpt5/i2GHlqF7yYCiqg0qqgn71YL7LCOqKgsTfl7MsiPT2PZwANXD/Skeo8AysAf3E/cSeFFLaPozVKViZq1ezPJfpxEwuJT6DF+M7mJcZhixWkWcONAfj/taanorCT/YSMDJSipTQpC02zjR0J2nEwQGv3FMb/S92qh6vZ2idV1Q1Il4Pt1G8yCDoNHjX4qyykadUcX0GWfxypRgGNnKzYognEtN/NbSgz27R/Cve31oa5ch6QCzk4i05J+xbPdm5MxrbPtyPNP6XaM5xkzBM18mrl+GLsCBwffeQtwq5fdvkxF7ajAe9uaHSwPpqqkkVNNIhFc9jnsNdIR502VtHdHpTQSuySRj9noaO0no8kW5sKm9HBG3ddA4VYessonm1CRaQySs7XrCXq9tj4xg2rdL6O1fyrlYZ0o+lxKxOJsHe2LxvtmG8tgNKpNFWPIKuHsojmHqHEo+l9rrsk+2pdK2xZ/mxHamfbuEmlEyqh55sWDxIorSEvE/34BftpqCj6OYffw0Ld8GEbgmk70liSjKWkkYlUOYrJ7jPw6wHyAF8zxxvllmx+j6ZdjwOibMRNvbZdTMMTD5vXMEjBfew9HyeNQZhVjyCjCWCjpDepMDnrfBt3Mt8iAtWy8MQ6YTfG5e3JwvGkBlVwSwytHyeDY8HQYvtQgWEv+X628ZoAUt3ox77RrNEVK6BpbzYW4KbrfrwNGBib3Gsf7CAebun4u6UEvkhy0EuLYQ7NbEW1feZtnaObwUVIpa3o5TmYiR0fnE7cwDXy/k+eVYqmvoUItRVIkIPWkgs982xB2gKoHP/pXOmFdTmfvTMSrHh+FcbKG+u43QhDKGe+eTMCYHTX47DS8HEbxasA4smKlEprVx8NyP1CX7Iu4QhvpF67oIndSKSqxSET7urczvmoH6STNDpmZ3RVK1AAAgAElEQVQjanSga4Ag9pWRFUNTjI2Z/lfZcUzQzZkRnYXijDMmJwm/PuzBZ/P3MiC6kD9678SoETFsmnDSVyaLOL23Hw3xNg6eTsahQYLSzUCHGpS1ZlZ3Pk3QWTMiK7R28+b46vUkJ+VhsMgwW8U8yQ6h8FQkJaPkmD2dWXDiBJLoCFKHTGfnrC207JbbZTofL3ciYHwerfE+OGgFOOD/3nx+2Wo+m79XGDdcCiB4tZm2lATEJmHU0ZyaZE//fNIyqbM4EzA+j8I9PTBohLmq8p0K3K864n++gdYDrtjcOzApRSQn5dG6UfAz3Th6P7sGJtvno06yDhp6unOzIohlIYn0mJjD6md3OdHQHVWpmPI3QjhcFE+Hi9ROuJZec8HpltKO7ilbJXSqm/QKKlI7waUA5EFablYE4TTiGQYvMds6/WRX9ZM32JAHaUlZc4GNy6dgchKeQeAFHYeL4ol0rSPStc7+DIrSEllfnP2XY+FvGaDF2YFMcbuBVG9Db3JE+asLjxd68HiRH9VjQlkSkkTwJ5ns/20njnva6LBK8FW0IC9xIHLGY7ILwzAc9yZ1zllincrJH+VN0XQPSlPDEUeG4lLYhv/5Ot7fc4BBm5bhoLfhVG0l9cR8tGEqlp6aitFDqCd2vrqLSf43SXXJoap/O47lLXR+Jw99qAtLJ5zAuUBK3Mxc/jB4og0W0dzZxqzzl5DphaF/1fHO6H0ER7GtF4ax9ffd9Hd+gmOjGBcHo312FnLSxIanwzCrbOjGtnJxYi806Vn2GuqjvancOB3H+HeXYFJB9preNEVJBAHqaisbR+/H+RnMSTlHuEcDmnwzNhF8eCAVebWemLm5TFl7ivnPJ1C0rgs56bH8w+8W1kAjqjIrEenVWL9s5r0jb/HVuf2I2jtYmzAcpxHPCJ5bS827ffA/LtTADi1mZHoL8wqLKEpLpPyI4HqdeSFWGNYni2BwOb1+ykVR246iwUp0ehOaO42UHxG4nOVHYlj5cKwwwJ9+F016FpWJWvycWoibmUvxaxr2dRZgedrXtNw4HUfVIy9s94WUe9aVDKT+ftTM8MPPqYX67jaMpWpWP7tLzQw/O+Okx8QcWqPM/NF7J+XDbfifbxD0l4Ks9JiYg9bqwLlYZ2Q6+Gz+XnsNLE21EuDaYr/dx735J8tCEtFGudJpQ6n99+XohDp89ZJ9VC/uQ/kyC739S+28Um2UK41TBXPiFzPVv7L+dk0igOdfJqF5aKPr4ge4ygzcfr8nxW9asZokBJySYNCI8TpexLH7vzNszgIqJ3cQ7lNH/U9BtI9qwXWfGuPbTfiqW5FLTFRtjKCxk4Tgw9U8WuGOqE2CpE1MTNIz6r8TUtJ2FzEffLrf7oMpL5ILDYHbLhg6Ge327w4tYvwy2mkJc0DRYGXGl8dYnzcUs1nC0q4XKTZ6cHFTX3RBItrdhQbH3UNxBI59jqdcR056LJpJZRQ9DKDTd1W0xvsQsUKw16tM1CLRuFObEo1JLaLHxByuPw9Dmu9kH0VsnjOR+m6OyBtsOGitdmSPyNuIwyMlgWsyaTwVRX25K503t5DwUw6V7S6U6Nwpa3JFrWjHaYMLHS5S+qy+wS+3exF+wILRQ4ayqp3WlTq0V73wfLkSp1QD5tp6Zjwu4oeunamc18OOBPLZKrer1WvyOigfKKPvoFxuVgTZEUVxqgo2Xx9M1JxbAqd2+RRaQyT4pP1PLfZk90tEzbhtdyeTxETbmzuPlzsxILqQonVdkOktdqSQ1N8PryNapnteZ09dX4rWdbH/7NLfDjP7t1n/wb302SqnJcwB7zMlghqkvx/mikrmFRYJ7JtSMdNnnBUsDLPVzPT6k2lXZ+J5yRHX6WWUN7vY0UMh7zZR9WowTtVWanuIkXZptQuGZWTFsGDoec7FOtsbURVLw6nprbQzbV6s/+omUfBZI198sYspHllcXZeINsCB4Z0eERxQj95LjPeFCmpfjeCZyURlfwkHknZRdDeQ5kEGNE5tiDtsfB+zn+ImN+48D6KmlxjvOx1gsxF+wIpfVB2e92w8eBSMzk9C6WtWzArB5UteJMfzkiPGCCNms4TA8y2kxN4nOr0J7xvg8cBC0D+fYFKLqOklRm91xHuHgg6dA/963ocTv/Sj3V3EzzO+4VjKJko/isJ/72NMA6uE4EzPorzZReh0dpiE2+bfqy0lgdqUaNwfGTD3a6HOqGJSl9v4Xm/nZkUQn2xLpSXMAd9rWlTlHeh9xJQficE9stHOpom/B15zdETNvUnJqxp+zOrHxevdcHYw0taopFmnwKiRsjXtW04UxhH5o4nnYx1wXlCGrLIJF0cj0jZYFX6Sz7NOUrMggR/7CKa1fuk5GDxlgmWGi5SAX4rxScvk3a0/c3hyGpV6F6TXhBvOy1HLxYm9SE3MpGJFHztk7/h7X9u/7/DcVt7ocZuitESUx25QfiSG2cdPo37SLPiSdkjso41NOwW5Fb9sNdWjg0lyecrJ5nhKP4qyu217765kf53gqhaqaUR6zQXFGWdawhwwqUU8fzuE8iMxdsdsEKCA6uHVXBreSaDeAbPvTWNAdCFGjQg/pxak11yoXtyH3v6lPH4/iG7TBcCF110rPlvlRH/xxF6Hn52TTPmRGJTvCOVLS7gCn7RM7rUF2//9v7L+lgEqMtuYe3g2yz6dh3pWOXUDTHg6aIl1qyLj4zSaEvwweooYfWwJHl1reTN9Eb7XbcgKlJTl+dDYWcqehr5oG52g3hFpm4iyQTJEVhvSzDyk32lo6iTmi5eP4FJspvNGLVKDjZoZfrS7W2mOFAi7H3Y7i1hrJLenVZCslItoDZFQM9qB9Qt2MWXUn/zWRUPJSCmKYgfeDs1EZBU8ScadXMT4XxZT382RitRO1M1LQj6hhraUBNz3qyjc04NZVzIIPSEo6MWpKqjvJkHSAd233Ed1wpnnDe5k14ciabcQMD6Pz+bvxTCyFd/NxUhX1tBtei4h7zbhPvoJy0ISyUkXxgs2VzWJD0yoS634h9QjMYgIdWogJrKc1yIf4JLfzLg/5zMk9AkWuYTHb2zFuNaXJ3P8KM4MRDK4gQ8ejWfi4UW0+dsYfzUP80udaBobg6rciCQmmspkEeaKSmx949keGcG4P+dTdiUIXZCVDrWYzM8TsOQV0F1ZgtsTId0vSktkQY9XKUpLpC0lgT27R3C5IsreAZZec+FEQ3cqhglQvrSBB+17Iq16KOVvhBCurMNjRxb7PhrD0bs9cazR4XtdoBSO1dzjxuk4Cps9qftXCB4P2mns347Lsw50QVYSRuVg0DmiKhW6uNsjI3C/6kjjdR+evx3CkEO3qB2vJuRdwfxKF2QlIyuGz+YLrJabFUFELM7mZkUQgz69JnwmwME+J1aVipEV1+K+XwWDyyla14Uu84VgLjW409DT/S/Hwt8yQA1ejnh1q0EbLOJ5rQanJw5cqwvn4RfdGLFoEernetwKLISe6GBFxDkWTDmJ08JyZDro1fsJZiWcyuyBpFGKVW2m07BCHFpEeP3UgK1bFB3OEtrDjHx8LQWnzCIoq0LWZuPxcidUpWJCVgkD9z+bo9HGeGAa9hIZWTGIrAKVbHbWDXKNgZxfm4xI5sDBcZvJmL2eEyNf4qd539DPqYBvRhxg3ivn8D9ZxfoFu/C8p6dJr0D9pJnWEAl+3s1seDqMn/ZtplLvwm/LBtMeamTi8nPc7w4el0oIGJ/H0xoPum+5T8uURFb+K9XuKubnJAAFzHsFeNkL96yze/sIMiNV0Ri8xHgo9CjqRCSpinh0L5gTz+IomOnGB73PcvphHJX9HHnp1lRaQxxQ1ogI+KMDpx9csVhFOIa1Mn/MGbZ+l4JEb0LeaEEXKADAww8baZiZhLRZwDr7H5ch0wnQPAetlfJhNorSEln5cCzKYzeomeHHxtH7sTQ0ItWJcL5fzWfz9+I++gnDc1tZ+XAsPmmZZGTF4JOWifLYDT7amwoIG78yUcu4N//k1x8G4ZetZunXB3DOl/F4uRPSy3cw9hR0h0TxLTTpFYxYmkHxGBmR0+8ivXyHiMXZrPY9wzs9r+BcbMF9vwpb33i8jhUgim8hcE0mWy8M4/H7QZS/EULF0nD8MmxEpzex4ekw5hUW0du/lHmFRZx6aQfD1DlsTfsW172CXpVE4473zTbMFZVUjDMxr7CIiBX53KwIYl5hEQ9/iP2/ioW/ZYDu3vQNTdcEbdP0hD3MSz2JfCbI69qpGGyj9bM2AGRNBr6fnMLvQ+OIcani7bd/594f0bSHGbGpLFjUFvwCGsm9HsGtBZt4/lknjhzdxZkNadhMYrpHlmAN9aN6SgyK2nbkRYKKQHNqEguGnicjKwbbnDpEZhvhh40YNSJeci7mREN39u4YQeVQCx0D4vi1qTdjViylerg/HwyZRKXZjZX/SuXSqBjePfs7dRZnKvupcLzojD5UaEI4fu2GaIcnU/+xAD+nFlpDpHT6Ws/ma0NoPBVFa+9A5hUWET75PoevJCKdVgsvCUGp9xFTM8OP6sV9GO93l5CTJi5VCXWrtM1GkKIRpxHP7NbvzsUWuwMZQPQn+fxW042okGoCL7ZhyHfFb9pzfK9p6ZeWjefiZ/g5t2IqdOYtl0c4jKmjaJkMhxYTMp2V2cdPI31cildWIxXDNPb68QXAQJ1XT9S8m0QszhYOlLRE4XYyC7Pddf/YR/5HXqRX9Efs5MSxVUPtzRh5kJZ5hUUkPjCRMCqH8leEZo5ftpo7TcIIIyc9lo3LpwBwfMA2/LLVmJwkbI+MYEZ0Fqde2sG++wmEnDSxvlig1Y1/VMuCV2bQYhEYKUu/PkDJCAUlO31x36/CL1uNyNsoEM7TMgXI4Yp8tFGuDPYt4Fm7F3cPxbH01FSmPUqlzuLMB6OmE39POJQKPo5CGyT4yvgfl7FrYDK144WZ6cqHY1HWWu3WEX9l/S0DNGXHMhybIKB/GQsfTuLbhy+Tv8qLwqmOhB63YjrihfKdCnRhzojbOrB6uvL4VR/2Pk1gzrhz/DPxGCK9BId6KZ4KPRNGXGdC4TgUVXpeXr2YRouFqJm3af4imKr+zhg9RDydIOf4zPW45Ymo727j2KqhRHQt57WA+9R3c0R0/T49Juaw8dZQMi/F4vLczKSXbtAQ50hPp2LMjiJMI5t59bebdNgk/DF/Pbo4Xz795C1+GpTApUXr0eQaOb9jK+uLs3Gs0QmW7Y9LqUzU2uuagfGPaGhQ0aEW82NlX+YVFgk3SI0r0msuFKUl4lRtRRvlikkFX90cQX03R6oeeeEzuhTXwg66K0sA7DfYizFFzQw/glebKfkhELNVTKRzHU8nyLEobDyt11D2gZV99xNwkFiIVtfgXAQ9rsxHtktDgEczIpOFuu5Slp6aiqWhEW2UK/7nG6hMFtGWksCTXb3YHhlBbbIXkpho2lISqEzUcnDcZs7FOrP7y7H4Zav5ZJtwMw7yKEBy2hm9t7ANpf5+9PYvZee4UWR3kxGnqkDp3sZYzT1y6315dimUdldwfyQAIPzPNzDt2yVkXohFeewG8wqL2HphGKnvLUWhaifon0Lq7727Ep1FTk0/dy5/2o/KZBGfbEslZFUWwbMFQkNuvS/hk+9TmSyibl4S0elNBCkaqUwW4SIxcLQ8HudiCxdf28D74ed51u5FxTANZ/f2scP+2nwEqKBBI6a1dyBeR7QMUeUTMD4PSYfVfgj9lfW3DFDHJhtHl3/NzoiDvBb6gIg17Tiq2wm4IKJkpBRZmw3RB25U9RFTPkJD6UhXSqaF0FSvZndBErd0oXhli/hm4g8EKJt5ovOi4H4QT1fI+O3T9Yz+fjnN05II/rwA//MNhByqAc92jDYJcTNzkQdpcfr9PraPNVwcEEJrtBlJTDRjNfeIDy2jz+Bc2jwlnN3ZlzHTr/J12j/QBYuI0tQhF5vY/u4bfFo9GKdbxTgXGzFG+5L62lw+3bOb1xLGcbUtkqaubkgiQin4OApJTDR3qwOw5BWQvy0WL89WXPdm8eBRMOkV/ZE32Pig91m08QKSSO8jFlAyCEp2zsUWkpPyWB5yhqq+juwcN4p5hUWAoFbQ1EkkwNo2mij5XMqM6CzaLVL+KBWkRaYOumof1LtlOmI0yziWG8/L87N5q2sWEqOVOq0TRZOckOmElLNsVR+Ux27YVfuV71Qg1kmE+tJXxKP3nO2d1QV5U3iyq5fwnfbE4lxsIeB3MedinXmSHYJyXI1gPFRRyd1DcVjyCgRIoKMg2vXFummsjP4dUXwLv0z/hoolJpKT8ni83AldkJWQVVnMKywSnNiCtNT2EGMsFQjWjaeiADgX64zUgDA7zbAxfcZZyo/E4H3ahKK2Hc8VIjtyyCdDOHzGu9zBsVFMjs6f98PP06EW22l3x1YNtZslJyfl0ThVR8AvxZR/2AdNehZb075lrOYek+7MoHpxH5zya+2Nqb+y/pZjlifbenN3zCamvDSOR18E41AjJfSEjpf/lc35ms40tSkwXdXgfcvIO7t+YUd8N3TDYmkNkbBg9nEAjlZ1p5tbBWqJkQNHBiHVQ+SrhTR/EYziUTV7Mg8xeeJ8mj4y0PJQg9tj0PuKMPgIMpptPmJ7yrZ15usY3R2EmuJEHFKjUIvWGVV4ynVULA3n6QQ5ykoxZiW0e1mQeRhw+02JvNnC7zu20n/NInzOVVCeEgBW+OydvXzx1TRUlWYscjHqJ83U/j/UvWdU1Ffbvn1MA4Yp9DZDU0BARMWCgAaNRqPRRNHExJqi0VhighhNuU1vmiBpaoomUTGW6I0mmqhRo6iA2FBA6dKrQ5thBpj2//CLc7/3er88ectaeX6f/CCLYWZfs/e+rvM8zkRPfHOFxdEwy4xc2ce4oCry9sVhGSdoQB8PL+Dyc8MpW+OM9ojM8f79X/W93jf7aBordKKjNvcw+qcicleOxrixm9mBBWRtnMzbn+5g7VfL0Z7SUfOulHhtLTd3DcHqInIAp+98GUOPRkxPbC9RH+nRjfbGMLPbAc+6b9QGsNxWE7a/ndKlHihrxagebqb9kj8yg+AdLd81gvGR5TSkhWF1llD9qIz0GZlsenMh6n3/0e7eh2rdJxWkvPcHhQYtIBxtn117jAdcy3klVGg0yVv7+HTv16RkvQwIXx73Ixnud4b3jdxJRvNkLh+Pdeifu0Ml7HlpC6+OfIRlefkAfDtr+n/M3H9xeEN/NfPiNweo6vOlyyrnj48eoOsJPY+HF3DhlUSaxzg53E8ryiv4dtZ0h3Y5OzcG7xsier1Ejvcg4unrwP98zCJ5++23/5/U0//nz553fn77/r97Y0M45R5Ihz4U4yAzAWfFuDQZ+EMdg++ndvxm36NGokRVKSXn7FBcOsw4dVtwK+rkqNcoLtRHYJJIWBp8gYw9s1E02FHNbKar34VmVzUtj8o59XEiUpMF610VRq0Inxv97P9gC9Xubtg+6aUjzh31pToaF4TQ+z1IcoupZiSGAXbMg0zoTgWSNulXdFYVFcWhuDaDYUIPYv8+bFI7bmdc0Q0Hm1TKsYxYFEeu0vhsDOpqK/1qMScqh9ETZGfXui+48GUUcw//SXW6Pw1TvOhzF2N2EqPdL8F/UgtNOQG8M+cgBqkrf+6Nx620B6fZRsxlKjxX1GA7q2TYwWb6FtTSMTmInsd6CFp1HWPsAPrd5VxT+eCRcZPWFA3Vvd6Irim4Ee2NPbSPe/gyKrGcnD+GoN2ciyExiHK9Dy1iOf3R/fQ4S5G1yWgbI8epS4RB5oRmTzk9U4eiKuvEI6sL5Y4qPAweiMxWPPbcRBygwW17O6pjt2l+UouHwRt5nROFPu7868WfaU5yQpfjT8n8Hj745RfK5w3izrQI3D4tZEV5Bdn106gYIMfrnRuYFntz+XgsYm0fT025wNHnJxH+WLXwuayrov3hAShGdNOhdKb/ijvyVhtuk1pR7zOz+cpxRvjUcc0UyqHzifhdseHxQx6fnTjM7IRcUrJexiOrnMYFIXyT/yCe89sRf+xNzxvVNKcm8dGCPRwUxZF9cTiXekK4J3bFbU8/7n/a+NMjkr5Jwvvcoouj5QN3DFJXuj9qxJgyhiKJL8paMSZfESGZ1RgeGsyImaXodwhd+8VvzX3nf1IX/8gjrllhp+7PYN57aweDnrtF01gRVU9688C4Yjo+7KdxaziKEmdcjuVjX96GYp+JzqFefPTnASK3txGR2Y+9wI21+57lpUVHcOm04fSxBzKxDXWMDlmzEzVP2Oke6IpNKmLBtPMYAp144cmVZOfGUL4qhLOrPxGCbA/EUrImgIqMBOQ6GxHD6hj0gQntziK+HZfErQ4tRn8xrZP7CfLu5JmoPOwdTnQOtuObD+MXXEHcK9Dgtr34FX1uYkRWeHzmBd6adogXV6/hw2O7+W5jCtzrIPBgNT43eklOLKZ/bTvFnf5MfzGb13cvdvBt9IPcab/kj1kB5glNSHssXG4LFUTZZ40siRR8mKLhXbhV9fNC7AUqMhIIedNChHsb/ar/fOzaUzryG4JxLwfzlFEEHqwmPDUPk8EZ6UU3PG5K8BzahkexCEOg8DN+x824Zl2merYXdncVxpQxlM9XYC0udcw07XqDAzbdsFb4/y4VLv+FBTGmjOGUXgCOfTD0KJIYITDYNesy8dpa6g/HCLPjIisP+93m+BNJTP0mm9Rz8xxKHa8duZwcoqbd5MqIJwtx25uHYmoVNe9KOdw1koGyexQatI5jqCZPxaLP1zLr/ErCh9ZjmTiS7NwYxAYJK4LPkfH9Vuxjh2MZ18XruxezYeovfPDcbibEltDRI8daXIq1uJTIHR0OVZPr6gZC3rSwSXuCw/V5NCaLBGVXtZWg93JomRaCqqyT8e5/P2X7H1mgzp0ilj51ghd+f44X7pQwaKcOm7Odr4POYraKWfDmcZ5acJbIqzLMP/nxuO9Vdm7awvonnsfipURsFLJEXNpFtJrVqMo6CfqonPoSP1y/98C9FOLCa5A93YLYCpdWxuOkt2EMkGOT27DK7Yw59RKypk4MI0xIDYKFqDtUwhivauYe/pP3bp7GGuJH564g0pYfZNHwyzSdD+THw5P5etr3eBSJCFhRib9TN4jh8+pJ/NI1ApOPCGWjFYnIxp+d0bRHS3ky82XaYyRUvBRGybpgHvnqHA1pYXT0yAlVCTYz1yY7qoebBfvShtsEn9CjaLaRcNOMNr2Sjh45b21bjOhSAYUGLY3JIjwzlUjPXqPQoCX0VzMl6xU0Juhx352L8UPh2Fg92wuTwZnBK4toWW7C0tBI12/haI/I8LxjptdbRGubmu5JRqRGEZpsO9cPxArD+CY7Dx0QIFiabDv6pxIcnWJrt9CxrOoT5HlihUIQ4efGUH9YGKWEb7hNzup4RjxZyPaIcEGcMHY4IKiq5L+rsclAnV/HQOdWSpd6sPWPKQz4WUByWiaOpCIjAalWg7FPRnZuDLqliWjyVELejMmT04bBDi/psVHfONZY1OYejF9pqX5UuCYoa8Uc1cUx79oS2qPleGYq6fO0kSCvYqDsHrWvC3dZTZ6Kuo1JVM/2wiK3U7cxCckaBXcf92JR0FjGpq8lObGYN27NJG3zXppTk+iIsbPsyHHKTP5/uxb+kQUq6YVfm2KRevfy2t7F1M70weLfz+yxc+i57s233z3K6eYoTv02CrdyIz8MjWZG1lpqH1Yhel+HVe2EdGAolnFdHKgcQc9AN5pWBXNk5md0h0oIf76E6k5PlGudyPzkU6SdJlRlnajz6/AO7MS5XUzE9xYs3ipCfxATkGdBk6di9jPn+HfmeH5+JOmvIb4rW97eyv7EWK7Mi8HiaidhaiHLzzyDcUY3dw9GsPPMgzSNc6Om0YuDV0fz6PyLNM7p51DFcDZpT/Ddii9xqwSnLjD7WFg1+RSL3QqRdpocAbBSrQavHbksDskjILqVC1Vh2D8WhumHKoQFLb3oxtNLTlC3MYnyTh8WTrwgkO9SxtDYI0j7tEdkQscxT4VLg54I9zb6PG1EbRbCkkLetGCZOJJvB2fSMkaMPlCKaHgXPmeckTlZUNXaaEwW7qgmgzPGABE7DkzFNesyE9++SL9SaEatKK9wjF527ZzKgO+rqd0d6ojQuN/NzM6NodfbiYa0MIdlS3SpQLh/ZiTgtSMXn+25TDpZwlFdnKP4+9e2M9PrBv1uAiyuO17AbSYnFiPX2Uj1/4MN+xcRq2zg+JoHUVdbOaqL44n3XiHV/w/8M3L4+PguR8NIWSt2CBHkv6sxq0RszfjcwSR6auda+t2kSC+60ZigZ/+SLQS9l4NVbmfA99X47WzEo9T2XyQ/gKO6OEBIvRvm1ExTn9vfroV/ZIEOX1SI0+QajiZuhxg9PSEWNP4dWJtakPSC71UTrec1DJ9USkuCgtJvBmNTWXBuh5qLwfR6OWH1UhHo3kWkdys9fhI6YtS8Eiq4KDqX+eLzmHBUeaV2Fj0D3TBm9KEfFcgQ7yb6Ik3cGypHN1RJr7cMxe1W8huC+TF3HEaNjTtr/bC52vBJreJ413AW5xVg9lEgDjMwQlWL2CjBM1PJ9KUXWPvwcdwrLYyPLEdZKuPGWCWuij6WROYy9YN1vPTWas69/zkBF/V88+CP7CxNJHHvOvSD3BEZe6nvdMMc6kvPiYHs/Ggm68JOEfCzM5+EHcKpy0KkTyuesh788o0UGrR4FVnp6JHjJjFhVokweYmFEFl/MR+nb0eTbachLYzSpR5UbBrsMFe7BOupeVeKpM/KvGtL8LtsI3ZpEX7fyB0Ylu6BYjTZdkFve8EZz7HNDPi+Gk2eiiM/jqcjxo4qu5xPK6fQHSrBmDIGQ7ANS0MjIW9aHIlgK8orhMj4bDsmLzH3NphIX78AqVaI+7tvcjamjKH+cAxfXZvgSLA+PftT3Jb0MlB2j/pHbI4IwCqzN40JguumyuyYFKQAACAASURBVOzNpqf20GWV0+8mRTdEIhSfzsaiz9dSkZHgEK6Hb7iN5huhMeW/1UXY7Z7/FYBPK6dgDFHT52n7Lw3xqtSX0OSpiPq0luovPGhIC+Pxf52iZYkG/4wcej3tBM4p5uK5IZiVEDa/gDkfvyKYAf5mJ/cfWaDlnT5IQ4IwI8ZSpeTA1K24rbDi/aectYv/jcTQjyLxHhM9S5A8qOPjxMM4NcnoirISNaGStqeMGDVyzJv8uVWvxfOOie/ezaBv2mjhDerrR+zigkjmRMmxQVhX3cPpHXfML+hY6nsezWEnOkZY8DvTyCsfZGK5W4Pvd67ERtcCIA8w4NIsoSe5jZ//GMs7t2bQHunCwfjv+PbH6SyemI0q5y4HfxvHrs0zMCvFXDo3hONrNpNyrZqgV0xsv5VMn6cIqzOkPL6U7Ye28/mU6YiuuOHaIqJljBj6zXhmKjH5OtNnkXIvzu6gO8zOeYG7T9up6/bgdKbg17x+IFaYrUps7No5Fa/ifqa/mC1Yq5ptbCh7XJAqxrvifUNoInYuTsTiLifkTQuB7l00rDXjLLPQHSroYGumSQn40pk9L21hzPRC2qMkBM4ppiPGjmJqFSXrggUUye4SQLifRri3YQgWFvXCiRcEDWpzG00TvDiqi2N7RLijmOa/fJIXIi5w+IstmGKEAr3P7AVhTBS5spR4bS3hQ+uZ9dl6fA/reSU0gUHPX0HWY+XOy2rHbFWTpyLt2ELW5szlUMVw6h+xEfpvHYFzignfcBunSfcIT83jzstqOhcncv1ALJVvDkOTp6JvfQfvPvIzBzdM46UXXkQh68fqLCY8NY/Ag9WsKK9AtzQR16zLnC+N4O5zoTifVgtdZNUt/HYKzN+kyUWC6fzVXGQG4Qtp4aqTSMIH/O1a+EcW6JnYA6w9+xuzL61g3Pgi3q6eSefoAHqtUgqNgWRkfYfHR65svv4wz4blsWvSAyRNLsKzUEz9noEMXNGA6XnBpiVzsqBNr+SZTakc/PYzguXttEzyx+OMHMPMOOzxXTQX+iF+rw3PZw1sKHsc+/I2QkNb6flGxOu7F1P9XiLyK5XU7x+AslbMkshcRMO7eLPqOuI+6K9XYFGIeOLyMkbNKWTvb+PpiQ8lfsId3MtN9CuFNO6Hclby0fkZ1H/qwmfx+wn9qR6vWwZ2HtzGqqnP0j3MD4lJGEsMONKD72E9qrJOJL02PD5yFcBhoRJSsl5maGADvqec6D/jjbraiqLeiCHYhjFlDCP86zEE29DFONFrk/H0khOoyjrps0iFGeTBavQhgq7YSW9Dm15Jr1aFRtFFvLaWzg4F/hk5jmZHn4eMlKyXaZ2jQpttxJgyhuTEYiQxkbgE61mbM9cxqmhM0BOrbCA8NY8RTxaSefYButPNWHXt7HplC+cKoxw7JcDxNQ/ybfpMxhxPdbhVQMjdBGhZoqFx2TBq3oykrFzYoc6XRjhsbjO2nEUbpOOdlbsdv98lWM+AXSL8t7rg6mnk4+O7eLiom/yjsQzxbhLuz55GBq8swj8jB6uznTtfxqCYWsXuyCCaxkpoj5Yhk1hpmGXGPnY43fFBfPTeIv61QbCVyZV9fLh4Nz6P1/FKaAITf1/rsA5ePh6Lz/ZcJF6ebFn9DUd1ceyrHoXIbPnbtfCPLNDE99bwydyniA+tpmlVMHP8ryPps9HR58on/pdZ9EEasqpm5g6+xmenprH5ws/o+hTYRTDwmTLwcMP7VSHj5T7KP+m56zwz5RnCnFvwvtmDLi0IkVWAEBfMy0D0aCd2L3fUaTK6e51pydbi8oYAkwrdmItpdBgBv9bSM9rIjgNTCVnWxMovVztQkt2RFkKfvAWApFeEyGbnRpOWpiRXft74CRPd7uDxmwKxwow134Mvah4i/mgF9ZNUJP+axo+nfiRt817cqi0MvS6iOVHJ+dIIYeB/qRRteiXaUzpUDzejrBXT8WEobaMED2Pa5r2ULnNhwNF+0jbvRW92JjmxGO0pHYnKCgoNWqzFpbjs9MCpy0LJumACzxrZ89IWQLgzybr7qdg0mJleNxgfWY5uaSLhQ+s5qoujO1SC3bOf7vggGtaaBTj1Eg1+OxvprVU55rGRO4Qw3zGuFawor6AhLYzkxGImBZRiHzucWedXor4tw+6uojk1CcvEkQR/WIbXvDomDL+DMWWM4wi4PSKctM17sX7R4yi+wJPCrj8+shwAz0wlBz+agugbH964NZOEm2YBl7qmg3vDnHFuMfB4eIFgJDBoiZ9ZSMsSjeNnQUCKps/IZOzafBJummlOTUJdIXS3bavUaPw66Q51IeW9P/C61s63CfGoq4Wwp29nTYdJ9RhTxjDoBWGi8El1Hn5XBImhyMWFNQVPcf1ALD4bRAw5Uve3a+EfWaBxzxSScfg7IpUtWF2d+KEmCbtYxCuhJ3lo+Qo6knsZ8lszT3nk4xbWwYrS+Rjf0uBVZET3Vij9QR7UT/PEs7CLusmuNL0YymLvi9xZ48Fbl2ahD3VFH+JKz7OdtK5KYk5gAv5nBJlW5xAPeu66EXxCT91DKqRNzsy904zXG3dpfyCIQR+YCJpQS2tKJEuXHnfcl14bf4yKzDjyG4KZ/OgV3v5iJ/Lf1SgebOWxr9bzWuZipL12xA0u9MWYWBNyGm+ZnqRZNxH1i5j+5jre3bKIA19uoVTvh9HfjrzUhStTP6Nm1RDe0/wOzW2sCzuFdncJTieuEJ6ax/aIcL6dNR2xQYJTWw9HdXHEqJvIbwh2uEIae9yEgttw2yEcN/k6s+jztSjqjagebsYYIBcsaH9FNrQ/0AeT6snOFZhDEU9fZ/dn6XgoTGTnxqAf5O5wd7hmXeatbYuxFgtH0ZVfrub9TYsQXSogvyGYnw+OF5o/fp0Ygm2ULvUQ9MgtBqGr2+lGy3QZTl3CDlP23WgqMhK4YQxBoxAEGrJTV1GVdQqR9fJ2NNl2dEMkuO0Vuuvx2loyzz5AsLwd38N63lm5G/0gd840RVK+awTZuTFcPxDLsiPHhfyWZBGX7goC+4GyexSNtHFZF8qsZ84j19n48cT3GDP66D3kx6tvZ7KzNJHSpR40LI6iMVmE/Hc1Hx/fxYryCkdyttMWT2adX4lFLiajebLwRejeRa+nHYu7nEPnEv52LfwjhQo3okcQMbCBX9Y8xCNbz9GQoqT6JQVFFi3dw6wcH/M1O2PDyZoyFtcv3BElGalTuGOXyuiMkOJkEOF7ohbb3Vo2fnuS9QtzWHhnHppP7ehGyTCE27Ah5dD0rWTPFyHx8qT7yy4kajV3V3gi6hfjVWhG0WLH9/cG/uhNpLbHA7dKO9Lsm0iuBSCxSznhPQCRSUL71ECqZB6oXPswXfFGGtRLlLKZwNHNXD00jLMvf8LQmBL+zI7DfWoL+gp3osMaSL86mVj/RlKH/o5lmBnj12p+2TsC+2Exg1OrEW1XsMU4AacuEXMTLzFkSRMZ4dGIBwYjFkvYXHyGP4+OxVpWicQ7EIvahd51VdiecaeyOJDgt3PJrp9GyyAxIyaUk380lg0//Mkh3+n0TdJjC+5DnVHEo6/WULcngDO7Yrk9ygNxrQshG/KRajUMThOKVDfflz3XH8B/USHtUwNR1UDstApadHHIShoQB2ioWR6E+Scfdrz1GfsVMUjNA4mdVoH46UpIGEqtn7vAeXr8JIVNyVSnyIVmkDaCjlUyevsVSN4y0TNbikuhnMKKUHqzvDmkiMbrSBN1X/vTEeCPaoCe3nVVuLr40faYQE2Y6XWDXi8JwS7tnNgzlj/uDENqEqF+pRDPNj+8vrtK4xJ/yj+K4dy3gxGJXBk5pZR7eb78YB/Bvz65wPEfxnOlKxi/zy7jv7KfG/pgGu1qsnsH0FurIuxQL5FrSzD/5EPbaDh1OJFLfw5j47o9ZNdPQ1HdjffhRiRyJe1JIt6MP8qVl0bhsesq2p970OX4Ywi045TZ8b9bqGBV2MjTh7Nv1xeY7RJ6Y4OIDmrGdbkIvUHOedNAml8Yheu7KqofF6F43kro6Hq6wsG7yEL4htvYPNSI5IJz4eG1L6OcWkVTshv+2g4iVxQSkNuL1S5iW81FapYJDBprdzehoa0CoHmcCll+CSXrgukZbSQ5sRjVxSqaU5MQGXtZs3U/8hIXslI+A6D9kpCk5dwBtV3uvHFrJr+3xPDJqu+YfXshG7YuoTXJTqCykz/mfkLme9N5M/4YerML7697lpM10ag/b6bkJQUlq31pTNBjdZGijtNhk8GqR5bw0YKFlH03Gv0gd3QPh5HRPJm7C4V5pslXjCq73KEZTp+RiW6pAPaSXhSodIEf5XBUF4fvdRtLIv8TAHSyZTBlq2VYi0vx3+qCfngvFRkJ2N0FuVpWymfIlX2Ep+bRuTiR5MRih5Xq/mNfLgDHXLMuM+/aEoztroRvuE12bozQ8Mm7hSbbzpGXNzswIcpaMc2pSfjlGwmcU4x/Ro6j4+s/oxaZoCJEe0TGnDuCLlc0vEsg0h+OQRfjxNNLTnC+NMIhgDg5RI0h2Eafpw34TwxDRUYCYsN/jN1OehsNaWH45rZjN4vZ9OZCuuIFrbMmT+Ug+wVEt6L4VY1HschxInDNukzYoV7kOhuDVxY5xinW4lKW5eWjTa/EaXINn1ZOYeWPh6jbmETFpsGoHm7+27XwjyxQnK286neacyYNKeoCNO9WEqzo4PYrvkSsvEuvTYZrm42fDmxDbJAg2mVBssENi9rK3q1bmOl1g+rHPekfPYgXc+Zjk8LoAiEu8ImgG4RcECPr6CVt+rPM+nI9YjMkeN9F6u/HowGFKGqFldH87HA02XYUV1yJVTbQ9oMHLjo7LZM03DCG8O3zX/HMplQA+jxtPOh+B0mvHeufXrj9rEJ3KJAVvy5hlvYmm1btxEknpvGDcKZcWo3JR0yQTMdzvtm0DZWi+llFyT1fIrf3Eb25lp4TA+nzkOHzbAfaL6+RfvwHmhOFUFx1fh1e19oJc23Dq8iKJk+FNrOc0n8NwlpcysdvLyR9/QJ8c9sZ8WQhlnFdBES3Un84RlgoZZ2cfnI08dpamlOTWBF8jvGR5Ui1Gpxr24na3OMQo6fPyCSjeTLKo39hQHfn0jzJRus8T+K1tTQmi5BqNXT0yPHb2SgAwba6MCG2ROjGG0SULvUQaBEjxCx+OY2KTYMxpoxBXW3l6SUn0KZXUr5rhCP3xW9nI0yqd5AAdUMk5HaFCWbro2pWjzzHS4P/xD8jh4HOraweeY7Lx4WktPuFnJxYjGx+C2aVCElMJMmJxSQnFnNvmDMzvW7QHSqhYa2Z3Se+Z8KQUtwqetAekRGemkd5pw8ArYmCwVo3zE5HjJ3yXSMEmsQfIQ7NMOBAeDanJlHV50vRvQCkWg2ib3xYmzNXwNBESVCnyVBMrfpbpfCPLNCMcQd48tV1bDjzJFN/WculW4O4u3QAgwY1MjfvDjcMwbgdKWDus2vYMPUXNoX+G8P7RoJOwM6OeP61YzHYoWG8Mz6nnRm37jJ+sm40m3M4PTuOfpuU0udUlL7qirLRhnullbxhMix7ZZx+MAxxfRt++UYCTjY5AFM7DkxliHcTTnobHTF2kpUlPHtwFUnPXUeTLcTObdo9F0WzFZnezoQNOXQOsaGsFbP1xnj+1EdjVtmxOosRV8pxu2vhTHcMK75ajaQfJGY778b8iqRRh91dRWOLu+BFlYhZWVTIC6tfRnOmXcA8OslI++UQj6kLkLf2Ufv6ICrXCLwbSUwkbaOgYZaZhilexCobkF50Y3ZgAYFzioXGS3Gp4w4J8N2EZLJzY7A0NOKXeY/WRIGQF/H0dced1Otau2Mu6X9GjO++dvIbggk7JEQKmkvVtCzRkJxYjPTsNc6XRmDsl2FR2ol867bjs9UNkTgYso3JIrqscq4fiEXj14n3TSFVbqbXDQfqU7c00bGTjo8sx0lvY6BzK3tefxTOCNrDXTunMmZ6Ie98tpjcrjDCU/NoWaKh9bof6mqBtN+QFkZ+g0B8eOPWTLxv9uHqbCZlzVpilQ30BLoKo6WMBLZF/YQqu5xJq3JZF3aKrJTPCE/NI+Lp6xhTxvBoQCGSmEhcsy47ivnYqG+wjOti6x9T8JxRRsULIYRvuI2qwIWyr+MJ/CjHMYb5O88/skDTLj9Bn1rEgalbiXzlJjL3XhRftdFnlbIvSoOXrIe7r8dhVkk5/OxDXOkNwW2FlbWf/kTe08Pxv9yLusrOwP1teGc3cLR0KGfuRWFPHAYiEY2JBsIP9LFv3LdITXbU+XW8VnlLsLDNjcDvqAlZvY7aOQGU7RxFxE89jJleSHmnD7ohElZNPsWGj5YhbxFRProP+/I2Zs2+SPxjhfR6Ssh++3P+aIhC8yc4TbpHhLaVSapifPOFwXi/j5WZH51mqGsdI+cWYhmhxyoT8WHZNKoXh3JntRsu5S6oZjVSvdWbaa565m7+nZrHPFGVdWJTu7Km4CmqzN5o0yupekKC1Chi47R/C06KbDvaIzIs47rI2jiZEU8WUmjQYkwZw1FdHPWHYzB5ifFQmFBXW7HsFpaB/Lwf+Q3BeO3IdUCyWueosIzrwuIudzhX7osGemtVVD7uQv3hGAa8novfzkayc2NYUV5B1OYehvkKC3LZNcHB4dIuIvTfOocV7tlJ5zjTFInq4WYi3NuoflRIK3tr22KyUj6jMVmEaVo36mohjuP6gVjBandsoeBB/UrLhv2L0J7SCbtiuI1YpcACKlmvYMDrAhXx+oFYKh93IXBOMekzMpFedBPAazs9aEwW1FAguFwid3RwuGskDYujSFQK7pSUrJepPxzjwIPebxhJYiJRp8nwzFQy8VQq2i0yXIKFOEaXdhGNCXr8Z9Qiklv+a7T0d55/ZJPIEDuQV5cd5MvRSbiddOK1Qb+TvTSeu/5e9EcF0xEkxuuFCuwZsGlZJl88NQf5152ce/0Baqe54twtRn7PTL+PXAj//b6C4vhB+OT3UbLKjeD1/ZhPKdFNklF9JZAHtt/i58cfRFRVj/JqPU2z/Pn3a/sZOLSC3OMjcDt3l+4vu3DK7KAtRcvleyG4tEhQ1duQlTTQMiCatp+19Mb18+Wc7znZE0LNs4G0Jqjwjb5Hxa0gLvw+CpcOG0USX1RVEorcPTjdGE3v1xrWL8yidFsQ98ZKUeY7457cRpdSjGWBAtkJdyoi7ey8NJ5BGXcpXROAT3YHbhfFXPllCNue38+Jr5Lw+i6Poq8E4frbn+7gl7LRaFKvU7M8iBaxnJUDzlG0NZim8S54P1ZG/5AgNszKom2ElJpuT9z99PCWN+krd5GdM4WKVwbi+6sTbWM9GZVYTskQFZ6ZSiR3XZAOM6B9+iZe7R4Yp/dhbHdFHx+CZEElPvUKflKOwbPExp1haqRu/WQfHkOfuxj98F48vi3i6pdCYnXl3ihMdSrsBQpK+3xITiymQe+GW3Qn50Yp8C2T0BzlhbhPzBVffzz2iVm3aT8164PQjZCjDxHhnyc07o5JZxD8di6V25yRajXo4jxxcdUizb6JMq8Oz5P1SLUa8j+Q0TckkP5J3Xz/7HaaPFRMG3GD/LuDiFleTHNJELMfucCxlliqphup+9qfsHQjqq/u4HWkCXWLDbHOh7inbpO4oITydww8lXUDqZuNmjotli4XuiJEfLh4D3+2PoLrjj5inq+jK0PHtTHDwC8E1+v1/7ubROJ+SHKpQZzlwki3Gr5umMCje7IZ9GMn59Z9ivMqJzofjyPAtZu08rm0D1HjL9cjNtsI26ujM0yC88Vihr5TQNsYT5oODMStSEbZc0pCjtrptcqoWiPmxto4DBoxzX1qnsk6gS0siAEXwLrLl+G/r+G7iRPQ/lQBVisSDw/H61MXOdHrLUJRb3TM7VyzLsOkeubkvMCW25Po/sKOV5GZiluBgt6zwUq/Ssys5HwsLtB7xQtLlZKWMWI2fTGPjiFumPuliGx2mu74EvyjFKnEhsxg5/d/J6AulbL20mkGvVbA62eyaIv3pDNSwbPJ8x3eTElMJPLWPpb98jz+GTkOIUFvrdD00A9yR3/SH02eCvfduaQdW0h2bgyeM8pQyPr5dO/XrPxyNeXzFY7xSfdgM4U7hhCvrUVV1omT3obLTg8qMhKoe1WgBAx6/gph+wVwln6QAJsWG/sJedOCh8KETC9gRETtTg6drfSiG7+99SmWcV3CleEvnW28tpamO77UH46hfpbgQulM6KOjR87KHw/x+m5hnOMSrHe8xvv32YqMBJpTk3j+XLYQKxgqYUV5BXUbkzCmjHE4b77/VwaemUpWlsynYtNgTixPxj8jR5A+brhN+voFaLIFe7L8dzUl6xXCcfpMICXrgoUkuB5BVyuJieRwtK8wegoBeZudiF3tpB1biKTfTsW7Clqmy1hRXoH6tgyj3//IBvqfWvh/W0z/fzzGEAuTfk2jotWbbRcncatay5+6SO6N8mB+1GS4147T4hbWBJymp9+JXe+kk7N7BM0re/H7volFC/+g5ItYjhXHYggSIT7tQVdcH0lxpXREyWg+GIKlywldjAuGSDPOYgtvHJlPxxA1E9zu4GSwEbW2BFO0PzXbfGh4Nobq1dE0pyYRnpqHZVwXvf5W7B93ULFpMPuXbOHhom6MKWN4ekieEFX4uRcdUTKSE4tRFzTTvtCAk97Gkex4jCEWZAYYN74IbMCUdjyKujB3OtM2SnBW3J0tRlfmhffzAhVP/nArqduWIwoLYeWXqzH6i3Av7cHa2EzHM4mo8+soXepBS7wrgCNxzDNTiXO7mPANt5G39qEf3stMrxv0nBhI2KFewofWOxpF864tASB9RqaDLhDxoxnf3HYqNg12QJiduiykz8gkXitIH9tWJGItLqU5VaAsRG3uQdSpp3SpB4qpVXjtyHW8d/f1v++s3M2cNWuRXnQTds60MGKVDTSkhREQLSTKqautVGwaTOhegZCQdmwh+5cI4op9I3c6XqP6eqNgZwvWo91Z5OAVGYJtrM2Z6+jotiYKV4QXXn2Z9oUGFFOrUBc00xLvyoryCuStQj5P+IbbjuO8XGcj+vVmJHONSNYo8IxoZ9mR4yR43yVr42RBMz06lvQZmViUdua/fBJRp96hcR4behd9cgTfTUhmxJOFBJ4z/q1a+EcWaExUHeNH3cbcL8W5RcrUwbe5VjiQ5FWXsfebWXP5EnKpmVarCulPnrxSPQe7FILfsXLuRjRmuwTNaQmpo84wYG8TVmfwOy0j93IUhhEmFq46ScGjn+O7NQe3QhlnagYRl1SGzGjjozvTkJ8owDwqgh5/GUsicwk414XMAFtWf4MkJpLAOcVEf1iH+LEOevzFvPrQPHbtnIo6v46ff5gIgPPvVzD52Cnv9OGjPw9gMjg7FlH0l104d9jJPxrL9ie/pbNVRelaOeJeQfcZcFGPNvQemmw7XZ8H0+spRvq9Fz1xJtqHe+DcYaffw07NdBX3Fo2gz0NE/dxQ0mdkCszcWrFjgQCOBWrydSbi6etsjwhHMbUKaaeJ5mPB+GfkkL5+Ab21Kvwzckg7thD572qaU5OQVbfSMMWL8A23cc26TOCcYoGGsH6BEGik1eBRKpiQ31m5G2PKGEqXemBpaCTsUK8A4xoZ4xCa3xfR31co+eUbyc6NweTrTKFBi+hSAevCTgHCqcTkJaZluYnw1Dwi37rNacNgJDGRZDRPJmSZINuz1NRRkZHAvpE78Ttld/ysJtuOqsDF8V7ELi2i5l0pLWNwOGp897VjCLbx7azpiC4VODhKQR+LHV84loZGrLp2/HY20nPZm6o+X9wkJkdaWk+gK2/cmkl4ah4/ffYw3fFBaPJU9KvEVGwaTPtCA76H9QTL22kY7/q3auEfWaALA4Q3dNXw83y7aBtfanKIfqeaO4sjqNsfQZC0k+rcII7qRtAeLaJ9ewghs6ro81cSfBwuLYqjZWYfZ+5FIbLZEVnALhYxKzmfiC39HK4fzsMbUql/LQn3SjNisZ3rNcEsfO8Yo/zrCM8RYXGR4FHcza6dUxHXNhE08y4v/rgci7swW515uoDaNcPoGmSnZpMr2178ipJ1wfjPqEWTbafsu9FsfmIPiqlVzLu2hIjAVqT+fgTOKRbyO7tsuI69x7JfnkfkZHUspPrXkih/SYryNTmNySImvn0ReUoLTWNFKK/JaXnAhtNTLYxLLuL8kk/w3nUN7e4S/DNySD03j9ZRSgzBNsp3jXB0GkV+wnxva8bnDL8hyNvuF5JZKaBGwjfcJnJHBz0nBHWN902DQ2J3v0ljnjKK+sMCPf0+KKxkXbDD9pV2bKFj0UpiIjH5OtOYoKcp2Q372OGOTJb2KAmNCXrU1VakhVWEp+bRMMtMqv8fKLJ9HJkqAKZp3XgoTFRkJOB3ys7JIWqsxaU0Juj5+Npv7Bu5kxXlFXgUi0jJepmlvucdSdfy1j5mPXOe8l0jaHpC2B0D5xTj3C52WOJS/f9AWStm2ZHjDotcc2oSPYGujr9fkyccjW/uEsKcCw1adu2cSnNqEo3JIhpmmQl0FxRPZpVI6FD/5btVlXXimank0tkhHPlxPPGPFf6tWvhHNokSX7rHN5cfpHOajh/jp7H9XBKGZ6S8+OIJGmye7Gscjc8eKQUhnkRsLGPJT+e4+H4Szp1m9MFOWF/uwpLvQbPSiZZRasK+acDireIKgYhwoUUpx2diMwkjSun6VyvyZi2ulTJmTbvIlzcm0vhnMN5ZdxC5urLp8+/JFD2C4gdnXHRQNU9Cwps6qkw+VHb4CMGty535440JnHg1g1+eHIVzRz+6ZCmnbsYxL/02bRO60TnF0PCCC8b5XlQ0+eJaLWXwxCr6VeDkYsF3jxXNv03U1PliVVvxuCWmY7CUvjfUNI9zJmJgM61t7gwdXcXdy8FI51XySfBcWOlMU0QQHqfr8fq1EfVdIz0LnRgw7xZ1bFRtmQAAIABJREFUX/sTtbYX6fuetBYEsMOUSG22MFrRDRVmhb1Z3jidukZHVSwtY1W4nJHj3C6mM8qZa55+OGfLkWbf5OqXngTt1bNywDneP5FCQHQrrr9LMU014fWOMBaJ3NFB+esRnJ79Kb++rkCut9O4NJZeTzseu67iU6/A3qZD6qNhza/naRshpelRH9p9opGE9zDCp47qfh+B8JAto/mJEIJWXac1RYNLoZw6DxfUB9sENq10BvvKE9hXlUDRjlhkJjt+n13m99pZuN6zoGgSYfKR0bFVjS5aiXOdE93jg5B5aTD5iil7vAcXiZKBcxt4cPRN3tq2GN1Q8DB4E7m2hPZLPhzuG4ZPvYKeX1RIs2/StCCQpMEVlH4Ww7827OFXcySqUhligxT7eTUuN+tpflJL/+BgXFx9CdxnoPshMc7v1+J+ooqOyUGIF1cC/8uRJ/mGgUR/3k394RgeCKtg1iO5nBj1DRuPPEXv6/60tqlpHenCsJB66n7QcrRtOKrbOsxvd6BsNNN0x5fElJuEPVeByMVK/48iZHoL4al56ENFeGo7+X7QXoJc2jFOHcaBH78g7o3rbH5+EdojMoK+L6Hkw2j6fZW8mrYC90oba3fto9dTwqDnr1A+uo+iewGOlrpG0YVhdRdjjqfSpxWaB1Gbe3AJ1lNo0ApuiIHg79lNvLYWjV8ncp2gO22640t7uSd1D6m4fDwWl3YR3n86U/m4CwsnXmDZkeP01qq4q/MkaXIRN6+FYdH2MeSaGJvcxhuRvzHw5240eSpWlFewLC/fEbJrLxAMxvdDdHfP3IZ2dwmqh5sJ/dXsyDwB6HeTYhnXRfiG29yLs6PdXULTHd//2+zujVszCYhuRfSND+3RcsG4nTJG2AX/0v6uemSJ434YeLAal3YRn1TnYS0udexS729aRFuvEsXUKva8tIV4bS1vbVtMxabBeGYqqX9EIMFXZCQQr63FPyMHY7sr9a8lsWH/Io68vBnf60JocPiG26iyyx1HUtmpq5hdRbjtFV6TJlswVgf/1iVQMaYLnN1lR46zPSKcqj5fTH52wlPzaI+WC3fhWWZcgvU0TPGidKnQIBxwtJ9zhVFI+uy8tW0xGr+/HFMGeG3jHowpY3BuF+M/o5bgD4U4CONXWgxThiCJiURm4G/HP/wjC7RE70drkichb1rIzo3hqi6Y2RtfYfLEG3zz01d45DgT8EgtrUYVfXf+cqm3tCH5wIuaeXb8LsOjnjfoSBnK0rhLLAm8yI/ff07Z1/GEZnVgOevNjKvLCZK1Y3USkfz1K0x0u4NpQyfqqw10TBlE5HfdNI4V8j3FZjufz5mN2948JIPCaE5NQqdT4pmppDFZRH5DMM5SC2KTmKaxznSnmwW480U3iu4FILpUgN8VG4qpVTQmCCSDmmlSB/lAk21HKpxCsYzrIuPNrQDEuQpyMU223YGR9LkKEYGtFI20UTDjc852RWP4wMT1A7Gkr18gdA9jIql9fZAjMDZt814qMhL44NF54O+D/qQ/zat6hTtxg97R/Q2cU8xMrxs4t4sp2RJKeGoe2bkxSLUah1wtcE4xTXd8AeFOF7W5x/G5ueiERV661IPeWhXmUF+644OQ6e2kZL1M3cYkWkeI4Uwgcp2Nx/xuUn84hiqzN9m5AlDNNesyaZv38mLiGa4fiHXENIAQBfHBc7tZnnKSF0LGIW8VhA3ZuTHg78OsZ847bGj62XrMU0Y50szufOhPU7KwVmZ63aAxQc/2iHDqD8cIGJVXc9HkqYhdWkTWxsloj8jorVUx4slChySx8QEXAn8Ts/uzdN5ZuZuOHuG6Ywi2ObJn1i84BJPqHa+56Yk+XLMu0zDFC3mrzfEl9j99/pEF2vl+CMp6C/T1E/l+GcHKDla/9jOesh4WrF/HQy/kIlrvRv9+P8ZOLGKt5hT3Zg3GoHXCbhXhVtTJa7dS6FeL2Jc5iRx9OMsfWYrXNQmGgWoemH8NY7sr7+6eR9tIMR8+s5sbxhD0p/y5/ZoGRXM/yw/9SsixDm6/pcUuBqvSGUW2D9aySrS7Syia9DVLPsrC+4YI59Nqx6INPGskwr3N8be0l3tS9nU8gEPOdl9x03THlzjXGkxeAioy6L0cfNUG2qxqwlPzOKqLo88i3O+8bwg8oO6BYsHhcSaQ5PQ0SkeZaW5XI9MLdAKfyHsAdA10cvB90tcvIDxV2MFq3pViGmNAetGNsu9G47ez0bFDaPJUfDtrOkETapEr+xxx9t3xQXgVWVGVdTLnTisB0a2Eb7gtiAPS/xMA9drGPeiWCtBnTbYdbXqlIEvckYuyVkzQezlCrMakelRlneR2hSG96MbruxcL+Z9/NZBA4NiC4I0NnFNM9XuJvHFrJunrF7Br51TBznWpgObUJJS1Yto22XnGXdD3xmtrkV50w6wQtLfGlDHIlX2oHm4m4KJQmPfv6CFvWlDWiql+L9HBLrof+XifHqEf3usAgKnKOnkhZByp5+bxwdCjDlaxfXkbb1ZdZ1+UIEiwF7ghiYkk4Gdnx1ow+YodVrX/6fOP5OJKtRpuv63lwEPbeGfcTKq/8MDcLyU+pIaaTyKpn2Yj+rVK7j0aSe+sTvr7pfR1uBC56gaimAjKF7mhrhTh/Fgrz4bmkn54Jp637Yis4F5wj5h9lVxvD0IuNWNL6SWr6BS7ukP4+NRjOOvEiOxgGthH1GdGxPe62JX3Mx5iOY9oR/BsaQ3vZs7D96oZg1aK3+81dMcHYfIS47Ujl0+q85j3zVr6Yo24n5WjrjVjVkhQFzTz/Kkz7Gh4gKozAwh6L4f6wzEsiczl9JOjsbjLqZ/oimi4YJou3DEEuU7ovt63M6mrraRt3svanLlEPH3dce/TD3LHNesyPScG0tjijvaIDHV+HZaGRiQxkViLSx2xfiBQ6O4nUN9/VpRX8MatmQR9LKZ8vsLBla3ISCB9Ribvb1rkeD2uqxvQKLqo2DRYADT/8SJel6XIdTbkrX20xLvin5FD3cYkvIqs1D9sJ/CkgF+JXSr4Z+/HFKa89wcDnVs5qovjfGkEqgIX/DNy0C1NxDe3HWvxf0h4zalJDmbv9QOxqKutmLzEyHUCvcEyrgvtFpkQ25CaR/3hGD4YepQ3bs1kxsBiimZoaP1GiXqLiuAPywCBteubK3RoW5ZoHNGH8B/TOODYbT0zlfT4i/HZnuvQDt/nJ9+nOrjo7HifqeH5c9kc1cXRMl3G1uu/8MR7rxC7tIjGBP3/7vjBvgh/Fsfn8MLmNbRMC2FDzEmGaBvJuRHJnPdPIq+V4XfczNn3M9B8IMX/BxdcPHsJz5UgMvUzaKcO/4Ol3Cv05Wx7FEkPFaFo7EfR3Ie9rpFTexLZF7mPN0N+AR9PMruDeFpdQ+QP3QzYWoLfFTOyJifKNzhjaWziwavPM/jHVZhmxpPxwVPkL9/C5m3b6Iixc/e5UEdI7Zc1l3glNAHPEith8wuQ9COQ8HusVH8qGIRv1wTgVSR8i0ovurH1jylYi0tpiXfFq8iKyeDsgE6BUJzvrNxNr6cd+/I2tkeEE7W5R+D6ZNupeVfq0JACiGXCYu2OD8KYMgaLuxxjyhj0g9yRt/bRrxIYRRUZCULoT0wk9a8lkXZsIdKLbtivCEe6j9O3O+6RaccWYgwQCQP6ZCGSr2WJht4lHawsmS8gKWPsNCYLERrqakHAH/SeQGVw9en5rwzUliUaPBQm2hca+Hf9cNKOLQRAVSBk49w/alqLSx2vYUV5BYZgG40JehoT9OiH92Jf3oZcZ6N9odBxfjy8AG260ISpyEggcE4xR3VxBM4pprVPOHL3n/HGucUg6H03Deb7f2WgH+ROolul0B3+6zTgt7ORtGMLOaqL49tZ0wWSvrNgVlc026jISEBdbUV7SucII5bp7QLJYqqJqF+auWEMAUCfHMHNfn98c9v/di38Iwu06gkZl3Wh+B+qwPOOiU2759L5fgja07Dt1njmzz1L4Y4hPLpkNdy4w8kd2/Df6cLxm7GUblRT9ZQPHZkeRMZX833ICfLqQql+3o7EaEE0IIjuwWY2NEwlU5dE2dsqDo8ZRGZ3EO1D3dh6/RecTlxhYJYBxRVXOhYn4LZXRchvJno9JHhfaMRot/LWzEVErL9OwCWBbN4wy8zeznjKvhtNY7II3dJE3HfnEp6ah0uD0N6/YQxx0AA0ecL95j6FwCzUL+Mjy/HPyCF2aRG6IcKcMO3YQnyv23g2JAfOBFLzrpS3ti0WDNgX3VBXW4VucpqMBwZWYgi2Eb7hNvblbTSsNTt2BNGlAtx35xL0sZj0GZlosgUj8ZIFJwg71EtAdpdj4X34wAy0W2QOO53MIKiEInd0kN8QjKhTj6fcSPslf64fiOXxCXl4RrQLjZaFBgcgyyVYj3aLjMYEPWaViObUJKzFpWyL+oneWhWWPQLg+XxphOPvuH9/u5/JCQIhL3xoPZ9U55Fw00zE09cdzpBjo75he0Q4V+YPoTFBT1bKZ7gEC7//vvD+/t8feLCamneljiTwKrM3AL7SbioyElDWitEPcndoelumywSYuKeNnsvC/21faECTbadfJebOi0IG6bdxe7A6i8hK+Yyw+QXkvz+aOW7XuFAVJrhxDOHUvCtlpteNv1UL/8gj7tDrIioN3rQaVcIiMLkS7dFCw3OBNEzxwj6+g0RNNaeuxjL4g3revXiENyfNxeqlojNSgfv+q/Q8OpLuUAn7X/qUtEeeof1TG/2/+nDktU94Ie4xRColVg8V9hvFtK5Ool8FIVOqac0MwWtnLtLQYFoe0hK7tIirh2LZuGwvcxQdDPtiNTYZhH5RxOgLOp5xv8y+rpGEON9jd2QQkphI4V7W4s6AXSLuDXMmbflB9o8dSvdeATgd+m8d3elmOnrkjo7rTK8bfD13Jk0T3LCM63IgOZy6LDSv6nWI1wPnCCwgv52N3N42hMErixwQ5//D3XuGR1Wufd+/mclk0iZlUkmHVEhCU0lBIzZAQSGgsikGFQQBUUIoNlRAVGqwAJaglICCIOAGaaIYMQSQgEKAVEJ6YdImZSbT3g8Xawn3fTzH6/7yHO5nffEQwpSVdV5n+5eY7BY+OLSV14aOw+6ppWa4NwFZeXIpNvbZX8gfoJbtEADxs0Yj1t0uXD8TQu/XRZm+aPw0em0QVu5OoYY7jH8C87WcrQnFWCmU+TJX7ZD5mKVZSTiFGvh5yOc8O/J5iqZ7EZmRL3/H212mpUv6XlLPK/1s5sEpxGS3cGOZ6MOHBFVytiaUIUGVsuSKZPAbmZGPfnqynFGl+2Ws/EtF78lh+eQtS0Rb3Ir1o05K/wzG5mbF/YqajXM/YVmfwfJnaE1PxuqIbMXhfraK93/7joXhSfL9NLshu6iDqA5a05Mxu4JrvTgka5MMcCKY0j+DGZt6ln2XBxI1teC/u8QtfCaaoiY/Gprdqfq2D0qFneJ349hzdDvehT34fuRCUas/qm4l5eu9+bEjjq5oX+wKCJxRhvGHYF78YA9+57p44doU6DGj2aQjdso1Hty1kKAfTNgd1QzfLkjL7RE2umONXKsM4M1Xt9N5pA/GCF+8s09T0uqLd6GZnXVJ3P37JHq87Ji8baBScfy9+xi7fhFfHX6QFdsmUJqVxI0nvHGf3Iqi2RGnojrmzNjPysIRWPXNtHQ6o+6AG8sccM8UeknVe+M4WxPKsqujqBvmgXdhD8HjC/HNKEebW8LNARq6O8SgYUX/A8LwZ3MtvxRF4fNrrXzSO4UaMPm78cyH8/kkbzfWQmEMVZqVRNAxPZZ72xjkcgNVXAzhCzp4dmUGE89Po/rpcPwPmQl0bWPVU2JV8NrQcSiNFlkBXnrYpetsTSgr+h+QbeY/HzuKgl0J8sPd1eTKMyFD8d9cKzLN8TB5agqCRC0Ng7rSEgl7S6ycAnPtsqfJ69vSiclukXvQ4PGFTPHNIzS9gjHeF1C0ilK3R6skdk0l9/1p5Nslq4Wq4S0XuCFBlSQMvi4jiX5r6INjmwVrYRGWFf6kJhcyN/kE7hVWshvvpz4jhfB/mynZOhjPbacxaxVYPJ1xP1vFCydzSds3T87Glnvb8L5slV+7JjOCrrREPLedpi1alPtnDiWIYH6omtTkQi693B9Fs+N/FAv/yAD131xLQdIWvk3+jMADlXSYHBn9/gmSfp+K2VXFsuwvcJlkIKR/HaGr4bML9+F08hJ2tYqqLZE0dznzYemDWNzUuDmauDrfl/pEFZUGLwonfURlYiflU/zoo2lEcXc8MQMrsXcKSOGi8+OwbPejfAqUfJxI3VU/qoarME9S0SvTxFdPbyBmWRH1W/3Q7spn+yvriP7oBsEnu4jZ1ETY93oqZsfKIlsfbRkrZwe/L1xk0efiN5wJWltG8PhCjJVarD+L8btdKQ5WD0cj/ofMBO+uIGpqAfrpyRzQD8JYqSUj4DhB+9Vce7kX31UPxK1SiS7HjYrH1bhXWPmjRyiY21zEw2CI9iRonZpNUZEUTfdi56/f4LtJUMrcK6xySSlhWF84mYvN0YHqvXHEZAuBbOk7SNmu3ORH8PhCtMWt6O/SEXRMLz+s0S8Khb/K16OpTVWgfsdL3v/NKiklYfpl2sNVQl3vFvJIsowAcdgkjrokE8ClamJVRAIrC0+wdtFkGh4NozQridYouPuHG5yadg9j1y/irfICArLyCMy1M8b7At33N4jvNjqHKM8mHH46T1daInVDNbzV6zDfVQ+U+86gY3rq5xjl1ZFhoJGa+cLBbFOUcIKz64Rbt7FSywvv76XzSB8yAo5T/aCLPMzbl7aeiD1GvC9bcRneIFPNFL9dJHZN5X8UC//IAL2+NJb47S8zLncWlqpqes1sY0tREv7aDh5+51ee3TOH2kkxKFb6UPKMC9Efmqj5pjcdIU74p1cQvKiHUPcWmgaq6fw4mLsSyon8tBJPp26GrHmF5ueS6Qk3UWTsRX2yO6blvVC3qvB3bCfylXoeXvgbFx/5hNgl14h+8xLzhh/m+7MHwVHNtptDaX4shl5zOuXTtDk1lE92bsAQ50PzQC/UHUKmozZVuKV1pSXic0FB5QgVuafjiF3Vib3BSS4JA3PtWO5tw73CiuORcwTma+VBUcVHQo3AWS/s2FOTC0nbN08Ma3LteMyyiv3j4ivCRzRVwaaoSMFuqdWzdnSO3INKQfJ0cDKrK4TtvPvZKnn/6bLvDM6NJtYumkzdMA+6OzQ0JutkBork2QLIjmP+m2vx3HZaznTSPVldkY/DT+eJyW6RXbhnlZQKLmeSQV6fgDhA3CqVqOJiZDheglsNGQHHAbHHbZssXnf2tUnUpipkBozFzU7+ADUlk1wJ3l1Bk9Wdkq2DqU1VyELZ1Xvj+HjmBMZ4X5DLU+/LVl4MuxeX5WKldSk7ntLJujtK4qipBQSPL8Rvr9gVa4tFZZSaXIhbpZKVhSNwHVlO2r55hCzPoyNUTLnT9s1j9pY9Ys/sYMFSU0ttkoHVFfnYPf8fEK7ucVdh8bASM1sgT4Yevc62wV+hfKiKPeUDcWxR4KS3oTlTjIOPkRuvKvH+1I1Xl2+j5w1/rr3pgcWmQtMsKEfVBk+KV/liftWX9lgzXQEK+oXWUd7twzsvb6MuRUOvPCt/tAVxfVYkx9feS1J2JlezIrm2No4CQyjRu2dT9IKOn38ayOEP1oGDCud6JeN3ZWBXwtywoXT6K3n1nRy8rpnJXLVDpizVpipwNNiE4Y5OAMsj9hhRubsTk92Cc6MJY6VWziq5p+PovEeAyO/o/XLtZAQcx67rwSnUQPOUDizXb+Bz4gZna0JRG4Rlu2SjcG1BKJkHp2CI9kTZIybHkRn5OAQFsjA8iS+GpfLCyVxAIIQcggLp9tOgLW4lICvvDntDaVjk7GaiNT2ZJqMbSX+Y5eyriouR6W2AzIyhvglrYRE1w73lLATIJXPPyHtwP1sl9GkLi2RvlQ3Hh7MwXKyR1i6ajO6i+F5Rnk2ChXPL0n7t6Byxb+zbyLUFoby//BlZukSSWlnR/wD1c4w0Wtxxr7DKAIcRl4V/zKySUpyebGDPpCycQgULpzQrSS7DJYVEa2ERa0fnULArQcbpSgdX0h9meeCXmlxIxsmJBOZrcXzkBm+VF3Dfn0ZeXDzvP46Ff+SQqCstkfqnTIR9rsQQouGxBb9w9rFw7Dlgf8WdogUuPDPgDD++ey9WRwVOrVb6vXOJo6cGgo+JSw98xusNKRTOT0BhEQvzvOPx2NTQ59XT1Lyagql/F5Z2R968/3t29w2geNMQXCscWPDcHjxVXdSYvdixbBS7V63BSaFg0r/mUDPfTJTPTcoORtAZb8TTq5PWKk/yn1jH5IlzUNjhZn9nfDedlr0uP71xijmDnwBA4eTEJ3m7SZ+XCQgj3ilzjvLj2AHMOHyczINTBCUrKwm7rgdnN5M8pZV4j/aZTTKCRdojbt08kqCdpRhSeuObUc4f54Ue7dmaUDnAA/O1/FIUhbd3B4+FFHI2xRNbpyjlpIesakkKiaMuydnbvcKK+9kqqp8Ox73CSm2qgpjsFkz+btTPMWK/6IFLnZ2E6ZeFxEiyDu/s0/LvEJAHNqq4GAGS6NDIHpnVe+NwOOXB4AmX5H5X+nNpetswLVBk51uDlsiMfOozUmQVhoyA48zJeEUuUyP2GBn5WS77ljyCNrcEq76Z+owUDAONBPq3Yjgqyn+JXSNdgflaefJcm2SQB07t4SrcK6zYZzbhstydmvlmwt6yyBVDV1qiyNZPfEFOU4r8emO8L6BVdvPCqamsS9nNAf0gLmXH0/1oO8HjC/+7h0SZq3Zw7f4vqZljxuSpYOe1u9F/4UJTpxvX31QTtdHC4ep+GL2U3Jd5hvohalb1Oond0Y6TSw9tth5WB5zB4qRCZTDSMMYZpVWBZ7ye1RX5vPX8DiKeu0p68m8kOAkx4b6vFRG2uwa1wsqSy0/w1brReOy/SJHZgwMdwnRW+50W48MthGwTkh6eH7nhel3FfdsWUDfUhW4/DR0hULZzIDXzzZRmJTEqexFFb0bTPDIav73iIVR3CsCBz5/dXOoIomiOP+UmPxaP/B5VXAxrR+eQ/+DHrOh/QH6QqvfGkblqB3VXRe+3ov8BtMWtfFctrPKsDY24X6ynqMlPnioGbBByJPUZKRTsSsDZzUS8Tx2V3TpqZwyQ77dDh3CXdi+38UtRlMietyBy7UNC5ECV0EgVj6tx0ZjRDa3HWS92k/q7RHCq4mLu6C2lKbUh2hNjpVa4it0SqNbluKEy2qlNMsilp+RMJmVmRauYjAa6trF2dA6rK/Jxr7AS5dnE2ZpQxhyfK09xAYLWlrF180j08Sqs+mZKs5JQG4QEjHGPPwFZeXcEZ2C+lrbJSfL75Z6OQ3GP0AXu9hamSvaZTdRd9aPbT1gy3v5vOwJVRGbk83bJGH4piuJsTSilK/vx+rZ0Vk2ejKLZUSbGv7l4+38cC//IAF1cMI7HQu7B6aQW7zHVRCwzYfjVjzdifsDjoBvdSw34zuhk6IzfObQvGWUP3LU1g5iFl7iYtI0pxZNIKphIr7fKUDa2YAv2xda3A/t+b8b8PIfFuU/x1MUbvOh1hrf73odyQF8s/cLBYuXTV5/EZlPQPNBG0ZoBvLR9JivOjKJ9voHGRDvX37kLhVJJa7wX32/ZwLxp32FTQdjuGjJX7SByRzMRk4RAl1ulEqujHYcOBbqLLdztXiEwpIW1bIqKpNtP9HORGfn8OOEe9ieKKeemqEieL3uSL4al0nmkDz1aMQS60BXGvrT1BOZrOaAfRM1wb9wzRRlampWE5foNgscXUtLqS8O0QEZ99DO6HEE/UxvsuB1wv0Mqs3pvHJ1H+uBXIJQRuv2UOLuZRMaJ9hTZJFXQp4wxvdBPTwbEEGdz/DYUn/nisu8MSX+YaY0SZW7RdC90OW4yKF7iV0YuvsK+tPVYC4toDxd0s+YpHbw1Xzy00h64NskgD6tyT8dxbUEoHWPaubIxnsyDU1gYniSTqe0XPVB2qOTA1TQL3O7gCZcI/04vf0/v7NPo41UkTL8sHw7Ve+PkdsKzuBNdjhuzSkoF5S7YhaD9arofFSVwS6dg+LjsOyMOw1ugf4C3520T2N+jAUQFNzIkqJLmKR0CQfWAmwx7VHUreOPPMbKn6N+9/pEBOrXvGR7+sxWbI9jW+FMxzpv56d/xZnY6ny1dT9PpXlxdFMpb/ifpnV1OeHYp+elrKV7RnwdemY36NQ/8X1XQYdHQNKIPVjdHIhe3Ynikk2F9i1HfVLO28GHu/WUuvX8FRXUDn329gaYHQ1DY7IQt7sK5VwexcVUEn+im7xt1mH72gVtFSf0TvWlIgvXNA9ndN4BPn/qcmseDWPmW6Pe60hJx6B1G0DE94UtOE75EDFHucxEgheqnw3EICsT9bBUN0wL59MYpiqZ7YW1vx+QvntT3wvdxbUEo7plqPMq6yVy1AxDOWmdrQqlNMgiDorViyigt5kuzkvgubjvUNwlj2ykdRGbk0xJnx+ituCM7OZzyoLbBk+rHbMwqKcUw0CgDxGtThZWglF17PBzwzj4tw+fmZLyCy74zzCop5ds995PyyGWKpnvJPE4pgwIy7zJt3zwZrifJnmyKimRWSakM7J9VUkptqoIhQZVCfzcjn/CXW+gY046mWUnVEgFeiHJpxKXOTmCunQP6QaTtm0fiqEuCwJBkYMMPYs+7dnQOIIZCkqZt7mlRWhsrtcx55Bj2c5doD1expmy4fIBIJsKB+VoCNjoJoMKRPnLLIJlLSZP1gKw8qls95CGXy74zDBlziXt2XuaZ9/5N+KFuHE558NSTv/xHsfCP7EFLtw+il28bPVYVHad9UQxqo6fEHc94PZotXsx4dy91Zi9yx8RR+lwvXPq34PGpFtdrjYz74Qx76wdjercXDp1mQj8s42xdKP6rNSgi6CduAAAgAElEQVR7rHQGu/DB2k14Kk2MPvYyGk8jlipXlD0KPIugNVaUfL2/qsCeA0/4/8GeOSMweapxutnDs9nfk6CpIXPqLMZu+pENOx8n/LMS6p6OYsHLu/hy1liqH3DEoV87lisC8O1RBv9acJSj8e40zUrG9HC7XCq5V1jZkPUhi556AWVXj+xS7VapFNIqlVpi3i3G/5AIxNKV/UhbfpzNRcny4l5i1YAIVC/XbhSf+aItbsV/cy2N47V0JQTR3Fd9R8ns5dpN3VU/onZ2UjJJaOB+PnaUyMy3ek6p5zMMNOLsZsL5sDve2adlZb63N6bLP5uaXCgjZTY++6QsGC25ld1Y5oAux43MVTvIPDiF1ORCud/tCBUL/1DnZvaUDsT/M2d65ovd8Yr+B5if97S8QwzMtdM8pQNdjhsu+85QvTcO58PuOOttbMj6kLR98wQDaFoLutHF2IcOpNtPw4asD1kYniQDPWqTDHKml3e4aYk0x6pY8fw2NkVFYh5+Ny9v+AYQZsQ/TriHmuHeLJ29jQGO9ewz9KePppGPZ06g4nG13F5IgIozhxJ46slf2FM6EPtFD0w6QZH7uz3oPzJA7UMH4v5BNZ0v+VL5mBfB7+cx/mojAQ6tfPz8BG6McsLsaWVQv+sYZ+mwqxRULFHTZ7EBU5gOp7frqPy+N9oqK/EL/2Saby45+hRKH3RmxvkCVpaOINarkXVBR7n37AsYK7UozQqiN9bw1a9f81NXMGs/+BdWJ+gzqYSrjf70mNRYuh149959tFpd2PzRaCyuChQ26PK3c2TiatIXZOJaa0Lx20UcggJpHxICQPVjNqJfOEfVEtFnSUD5IUGVNBndsI03UfRmNBF7jHT7aYhcfIWazAgUv12kakkKJp1NcE+bXVB2qO4IQqk/koZCXq7dLIg4Jhgst5TdQbBhJGRM0XQvGap2c5BdBsZLQRQ8vlAecpVmJRG7phJLTa28AwWRFR3bLGgaOvjg0FYmnp8m/119Rgo+f5hQmaw0DHHBcm8bweML7yh7IxdfoW5uOFWv2rBf9JAzaGC+loZpgczYf0jIqqQq0DQreS99m4zZXTs6R0yE87WypIjU6wLywEl6LYksIKGaALkSkDL42xvTWTp7m1xeRy6+wpWN8cLycXSOTCdrPhiNfb+3PAyTSAjGaS28EfMDB/SDaByv5frz4XSHmhmWcI2rH8dhVynwOXGDio+8/qMh0T9SUaFsfjjRYXWcj/HHudqBPbu/Jkyt553oeyhdEELeU2s58f4QyvCl8TElnX5aPntsM1tih9A6GHTzbWhPFONU0UL71xryRvalqNUPgzKcnwoG4nrcidnjDjJm/xyoceLe+wsZl3CWyhGebF80kt9iAvDaZUebW47pXBBtbu6Yvay4eXZzvi2MkzdiCNlrxONUFZ0xOno8YHfevfie72Dv3s95L+RJHC3uOLZZcDlbxsQlFzgadT9WZzvOTQpaF7qjy3HDuKCcle/8yOa7U4lY24X9fCHV6aHcPOtPQ7IKTYYj/ftfp/7PAEw9jkTNOYuTSxDOfzoS9fANSns74/NEMe5mfzqTLDhk+1Dn6obRW8VllR9hIU3U/xmA1dnO8hdyKHyuC3uTnp5+oXh9lU/rg6H0eNhpi7PhU+9N8VQhk9kVFIVbjZnuu8OwK1Q03+VJwwu+RL5rwt6kpz4jhddfz+HUrwOZu3kvL3/yIp65asx9gwnb0k5Lrh/akjaqXofAjAK8CnXYm/Q0pIXh1eKCQ+4fTFl8hX83DCEku5P6x5W03B+GPSSEIpMvXtuFgoP6Wg1dMzx4b/huNkVFEr+0DfNOX/6Y3S0HY0VNAM89cpLfNA9QYvClRwsNvfvSfn8I5XpfNB1OmPsGo9Eb8Skw0nlvJOprNTQmR2D0VlGivZuSFcEoVBoO+QsvGeOCcq4+GkW7iyNulUoeuOcP/pgtdrnOO/W4FFSjn56Mq8qLjQc+5+hMFW3+MYT1r6Pb5siTL57n0uZ+DHr6GmO8L7Cvoz+dYXYsXl4E7LehqKr/24oK/8gM2jY5ia6n2vDY6i7U6FRmDl9MIHyPnZoH1Mx/4nv21w9EOdHMjY2++Go7qf29F32SKun8OBirRkHTE0Yi1llQWGxULlEQ7NmG/usQfC60Y9FqKH8O1FUa7A5gcbOh1JmI8L9J1U+hKAa34aIx46w2o3nXE4XNjvmdFirK/MEOChcLulwNS1/7ig2PjaJsqh8RKwtRuDjT3T8EpxoD9opqbswfIEAL265h1TejcnfHdHcUmoYOZuw/hIvCxPox4+SS6fOxo+TTXlLJM7uJ/ul2h2f4ayCTmlx4x4pidUU+e9vu4tDHqYKu9VEn9rd86PbTUDPWTNB+NRuyPqTc7CNnIUDORCEfKOn1cQUFuxJEr7iy3x395O0Z9Xa3aCl7SyWzVK5LWUwqKWeVlN6Bx5UysWlRC+6ZahlfK71n9WspdMca71jNfH3XZhnknnlwCk6hBjkbSlm+akkK2hui75bum3RfpXJ2xOV2jsa7U/zFPfRd3y7fc8u9gvInAUmmPPgrHioxcZfKYqk6iexfTafZkQURxzigF+52IR8oqXpYS9j3evw319JickG/Phx1pxXnkiYs12/8d69Z1F12nPZ7Ern4Ctda/HBW9pDcrxS7g4JtT3/C/meG4eLQQ0/fYHQ5bjwbmoc9vJv2z0JIeesMDYkQEdBE7ZtWKh/1JGxxF/f5luJ/opZt+z+nbq5JYGX1CsLuqabvihuMjrmM7W0fzs5ah2+2C63tLtRc8Ue9rIEedzWVl3vx9rD9qFtUKJoduX/2GTY88QTPHvyRHi8r+rFxVE+MQH3sdzb8sBlbZyfhH14WC+0AX/TTkyla2o+WGEe2HPmSPuqbrJk6GYunM9oR9XJwVu+NE8v9YYMJyMqTKVuGgcY7/DNrhnsTk93CyUuxVO+NE1PFE8H82NGPc5PiMWsVXJ3njmWFPw6tQoFOeshnX5sk6GW9w/jlXD+e9DnHlvVrRWl7Tijoy9SuVIW8OulKSyQw105Fejj1GSmcrQmlYFcCBbsS5PI2sn81JZNcZe7pGO8L1Az3lkvtzINT5JUKiJVa1pcbcB1ZLrM9XPadoWSrAK6veH6b/LmlFczC8CTe+HOMDKafFnOatYsm05qezIr+BwBxqHluO83gCZfEXj0jhRvLHAjM15KaXCgrKcwqKSX4ByVF072YVVKK/1khi1mbZMDy4F2AULbYtWoEY7wvyHtPCdVVfzAU4x5/+dAJHl9I5UgtRj8b+rt0XNkYT07EAbatX4vzpWoaHvrPFOb/kRlUGmH3yizl3OUIFD0KPMLa8PhUS9Q7Vyhcl4DyuUZqanT0OuZAe7gSzwfqqanyRtmhwuZsI/rFszgE+NO2xZXv4rbz1OwM3AqqqfjIi9BnK+l4uB/2mcJv8/Ut6Vi0dpxjW3E47MmKhV+SsX0axBvo7aOnfncYA6ZeZopvHm+XjGF6+CmMNjUf7h6Dwgzh3zXh/1U915fGUvesiXV37SZRoyft5fm4/nCRj4p/Ym7YUOozUtg/bxVzHptGzXBvzG7wXrroe9rDVUI6Y3QO8/OeJvJzG+pqPZYbVajiYmTy8BfDUrHU/KUTJJG0tRedWDp7G69vS8ekszHnkWNsOD5czhQPu13h1VFTUbQaMIf7yWoEAVl5AhH0TAIlrzrx2qAjvHdkLDHZLbSvFXb2t7NQpOxz+yUt97vSEmme0iFb9Ukavf5nu+7oRSXGi7FSK7NXck/HsXZ0Dm/8OYagdWpmb9nDuyufofvRdhm0UJtkwD50ICM/y5UVF25/ZiRQwYasD+Ups33oQFpe60I3ulhmyfiq2mmyusuuZNJnB9AWt3JtkauMorp9xyrNDRqmBdKa4IV5SrP8urVJBpk9Y9f1iAQQaoDfPQh+P4+utETMrgo6gpUEfZD3392DmvsG47LvDDc8BqHqa8ChzBmPPm1UBbjSotTQpnChTaVG2aomLf1XDFlerJ+zjdG9L3L1eR+CZ7fQZB3AgI9KKfkmhoh7ysg70Z+XdhykyuqDLdeb6pGuhEQ0cfbZ/mjr7Iyf/wv5Z/vxSvoBXs19it57jDhed6ZC44l3oR3jgnK+ShhNZ60WfG3sOJOCTQXq2HYaIj1JTzhFyWot9Sme/FA6kN/SQ9iyJ5uNqqf41qEfKlMEPmdbyHJ+iF3vbuAL411EZrfxfXMynaMNhK6px/Pbq/wy6m4CnrxC2fxwbia541ststEfs7s5V/AgL+4/LFsnOJj7YC7WErT0HB3JIVyb1Mmrm3/mxqIQfm3vj6m3iea0XrRn+LLv92HM3byX77vux7OwncoXY1D1gFt+FXW/9uObI1v4YUUK/3aNIfbNEgx3BdHS105bTgiXp3dRn5FCR3IIjm2ih3Yw95F7ztKV/WhY4Yn30gt4Feq4+bAKfYIDZmcFPn/YcDx2HsU7alrLdDSPFGig2PlGwkKaqOAu2fbh5wFu7Fy9j0PzHcmtfhSPncI71D69DP2EXqi2txH0bSeNPe4YsnsEACK7h+q9cXgvvYApPphXl+bw5oIXqE1VoDtazeyfTnFu1RDU12rQTtfQjYac6aM5WHs39ullaKdruPpoFAmPltL8my/1r1hwP+FKt78SZQ/cPb6QC3GD0R2tpjE5grCQJtzGGCgPccZ/7DVUcTGUtYZhHBiC+xk1doWKPtvacG1U4/XeH7ifqpKHY0lbqyl2cSd2vpG0oDH/vap+IE6rjlAbK/ofQH13CwsijqH2MPFBv+8wB5v4JvUzohb+Tv4ANZGflnLJFMTSyc9hzNGQGXwUsyscuDCQgC0X+XRSGtprzWyofICv+uxDf7cPA+4vpv2DEIqf86TbT8OF9hDCD5nY29cPVasDbVEuaItbiX6rEG3hTUqzknD17sKrUEHxuji8AoUOqperGB4sPzwO9U4r4d+Cf2gz8QdreXDnQsK2luG9yRXneqOskDf600UE7Rd+nJ33iJJKAmS7jizn0xunZGuDxmQd7eEqoWV0KyPdTtF6bcl2savLyuOt8gLZ6Tp4dwUgVApm7D+EtriVzINTZEBA+Eahpavy1vHBoa383O2L5odzqFodCDlq5Jn3/k3YWxYcDQIAHpCVh88fJgKy8uQysnlKh1y6SiDzoulexK7qJPqFc8Rkt8jrH9eR5cS8WyxDGWuTDJSu7EdLnB2vQoXc770Ydi+B+Vr08SqqlqTgXmGlPiOF5h8EOF9SVOhKS5TfW9pXOuttclZ0q1TSlZbIpqhImqd04NBbUN7yB6hxaO1m6extzCopZYz3Bfy+cKEmM0J+9sxahXDoHmcQzmu5dqr3Cif12iQDJy/FMiSoktUV+RiiPbE6KXDW22hIVMrO3uFLRT87q6QU+0yhUXWw/C/K3t+9/rElrsu+M7RPTEI1tRGPaUaKVvvhcdIZi6sCbGCIsIISojMv8nXpz9ywqJj0ZQZh6/5g5sU/2PTMOAxhLjy55BhfbRlJyFfXSPixmT+f7UtHH3eqR1np+9oNaqYIaNv6ijzMKJm1aB71yTDnkWP88NIwNEW13H2kirNTB6Do7kFhtmDu5YlVo+L6VDvfpH5G5vyXMHko6QhR0PuLMqzBvihbO+kJ9qLbz5GOICVGnZ3wJaflci4yIx+Vtw4CfKkY5426Q+wCnRqVGP1sQhW9uFUeaqwdncPHMyfg8NN5ALmcUvgbiZh0UR6OSOUWIO8qpfVEr76NGI4GoDbYeXPxdnl1oIqLweIpvE8O6Adx8lIskdssNPdzYsmC7WyKipTXCbcPq1RxMdQM98Zybxtert3UVHnjfuWvXWvF8mTCjnTLiClp8CMNYhxOeQiJk1zBxinYlUDQMT1F071wCjXIu83bVzOAPGzKPDhFBiJIKxlJo0nak0oUMPhLO0gaLEn368rGeDy3nZb3z44P3aS5RMfikd/j59BOo8WdvX395Ne5fbfbvtbMgohjvL0xnYCsPEyP3oPm8DkZL+w6spztVb+RZ/SX//0B/SC2Dvnyb5W4Dn8zfv6vX6sr8hn7y2D2x+5kYU0SATonXD8XpqltP0TS/acvit6dFH3Un8GH++PkZcS9wo5S58WmmBgqd9kJXd3J3uqBGAd3YVvfzuXHg5hy4hh7GwaTpivjWHAyAVl5RJ3TkHn346BS0bO5Ga8D3pTf60tzXw2Oi9zYUzqQ7vka3H/3RNNq54tlWUw8P42I9Y685DOJzikdhC3uYua/T/NpYiqdZ9wBdzxKbTQOAafQNtw1AptbdUiJLvEm9Rkp8t5N3SEens4jfajDT+55/PO1gJbSW2bYUnCWZiXhc0CBzmBDW9yNIS0RnXhORfAjBLMyDyYJX5blebd2nM4E33pI1y6ajLa4lZqMFIKO6en207ApKhKHIC3RNecoW51MxMLTZMZOITW/kNzTt3aItwYuErDAmlQEWeIzKXQ9WO7tYtZs8fpOzcKV2gVB0nYB2egoc/YBNo2PpD4jhcxV23h7Yzpqg12oDJ72umNvCiK4fxk7mKD9ajJLdrApKpK1JTmUm/w4Gu+OC2foNbMP/pubMKz0pLtDc8dhUp+RQn1GCpuigKy/rB8KdiWAt/hc8r5zdDG+kb3Z1jcJk8WBLpOasDiL7DPqVShiy1pYRJSnFl9Vu1yZVA1XsfajUjZFQWloEk57nUn6aTCB/q3UVHnjeVHNwGf+vrr8P7bEff7dDGLnljJvxkuo4mKE49VrwrKgqcgHSy8TFLviG9xKYKiepJAKjr2/jtpP3Nhb+RvZd21FZTCifcOZYN8WGmYMoXxaGP++OYBRvuIGmfyFaU7el4O5uiyColf74LtYwYevbeBmjytexT3Yv/EVzs7u3bQNMuF1SeAzX48/gtJkwfiTL1/ftZnmj1Ts7huA1/suqLpBN7Se+mFWbB4WgscX0lyiY+3oHMI3XkOvd8NybxsH9INwv1gvl5oro/cQscco34PaJANjvC/gFGrgi2Gpsl1BZEa+0DtafIUbyxzuWINIkD+HUx5EZuRj0gkY34z9h9DluBGYr+WNP8dQm6rAWliEdkS9rArYlZZIxUdCgtPnol0G7ueejsOtUinoU20Wtr+yTpTf47XyhFfyJAWBInLZd4bOe7qEnm5WEt7Zp2n6PoYNWR+ij1fxxp9jAFAbhAi05HJWm2SQB0fSJU2oY1d1ypBHyc16c1GyjBGWNIoiF1+5gyrXlZYoEwBuv0cgZGAk6pj0mbrSErGWXifKswnd6GK8XLtpTfCiNsmA4reLvLlYtBX66cmUtPqSfmC2LIadmlzIp5PS6DzSB7dKJWEz6liXspsozyYOPPIxNkf4pSjqb8fBPzJAXfadQVttwfBQXwwvt3NjmQNulUrcauxYnMRULdC/FYubnX+Fnaf+qh/nakMZsnU+bls8uOfz+bzy3hw6or0Yl/Mzlo0BmLzh4POrMIxXs/fJ++nnVINLUSML9z6DugOUJiVOjUreOZjDm2VpVH0YTe19Gr5YlkWvQ45Yz3rh6GKmJF3LvrbBbHrjSUw+TgRtukjavnl4zzEz/mojZU860RVkw+0NZ5RdKqI2W2RnrwP6QVTMjiV8u4IY30bOHErA7+tmAvO1FL0ZTfqB2YIxERTIrJJSSrOS2BQViS7H7Y7JbX1GCipvHTfeikGX4yYrqnMimODxf8HnOo/0QdOsZFNUJJuiItEWt3K2JlQOXv30ZJm6Jpn6SuoFTXeLDDE/72lAGCPVJhmY+9kufuzoB8DV9wKEtMo6NS77zuB+tgpjpZagtWV0pSUSMeki6g5kfK7vE0Wk7ZvHe+nbCB5fSH1GCs56G+4VVplcIH2W2iTDHQeP6mVXrIVFrCkbLsMLL3UEMSSoUoYeVu+N48yhBIFVTv1r/9k4WHix+G+ulYXISlf2IzBfy7lJ8WyKiqQ2VYGxUisEz1IF/lgKpObfAlCZ7LJg2dsb08k9HSc+e6YaTbNS7o1LV/ajM9iFBRHHGJV+Cv9DZkGAnxtOxvNz6Ai1yWujv3P9IwMUwLmqHZd9Z+g54YPbAXfhqemtIPYV8YtVfObLnEeO8cn5YXgUK+gyaLCEGWma2IW20o6qB7pfaGXjprGYXRVYXO1ML57MlXdD+PiHzXw0OBFTuDdOegXfrljN4XFr0bTYuWgMw/ahPx1BShw64cVX59EepsShG35N2YRd18MAl0qa+6rYvCmL7mFCFqRlSC+2v/44h8etJTIjn2d3/kBgrp1uP43otwL8+aUoCouzHZQKuiyOaG/YaRwvelKvQoFlTVt+HLunljVlf61I7DOb6DzShxVFj6EtbsW9woohNYqXN3xDt7dSzgxdn4hBipQtDEcD+GbaOlZX5Ms9ZHeHBu2IerrSEvl2yWrCF4gH0su1m+5HxT2XMpLKW0fU1AKmPPgra8qGy2oJR+PdqVqSQuTnNppmJTN7yx4h6bLXIBO2pUwXdEwvvDdvSXzGrqmUFR86QgV2VuqDB0+4JLvHSRkuMF+Ly74z8l7VdWQ5AVliNywFhX3oQBm0ru64RXG7pW8UmK/FqVmoK0hKDvBXPyyZJklk+uDxAqD/9V2bCdqvRj89GZPORuaqHSwMTyJ/gFoWq65NVeC/uVaGKToEBYrZSbiKtzemU2fyoGBXAnVPmVDV6pmw4TC9+jbKBlV/5/rHBuiM/YcYf7WRwRMu4WiwMWTMJZbO3kbFO7G41NtojlWx4fhwtBedMD3cLrxQnHsw6Z25+YCJjmAFy2MP4FpnpdtXyf0P/InyAx+UBgcez16E6TtPPvxqA0EnDcwaNoX01zMJ+LUZJ0UPNxMcCMopIXRnBU2DBIYV4Nn+o1E7Wfh87Cjh9eHgjNFLxdUMLSjgxQ/2MOLYPFRxMWwbNQwQONyumy6gUqGu1LDqqe041RiYFHgGj7Juri0IFYH8aDuN47Vc6gjCf3OtrFR/qSOI5t8EyTjep06Qnr2VdHsrZdzojWUOsop8V1qirFYweMIlxv4ym7G/zJYJxgGHHXEdWY7LvjOMXb+I6rFBxLxbLJeHIOhZMdktEOALQP4ANXVX/eQdbWlWEsZII6UzlJgebpdLw9KV/XA45UFJqy9v/DlGxvbqpycLX5xoT64tCJV7S7uuhzkZr8i/7wS3GmqGe8vTVemSdpT1GSly4EZm5MtDsIYhLtQmGfAqFFmzem8ckYuv0DAtkIZpgbhXWOUJuiT7Ig3TpAEaIJfFs0pKWRieJIuRR2bkywCLiuXJ8o5TAsZLwAtJi3jopAKWzt5GTWYEHaE2HK+6UPGRF/sTI4nybKLp3F8Do/+/6x8boJkHp3C6LYLaJAPqTiuhzs18PHMCj685wWfvr0d3zYpzvcge9oseFE33wsu1G/diB7QXneiOMTI7bzJdvioGT7hEmLMeTVUrP45bQ+8dtWjVJsbunk/5fCW1IwMxeSppX2umsscHk4+Nq8t6c/W1EIJyLfT+shztiHreKThG5Pyb9Pi5Yqmp5b5FczCEKnn/vr247/mdLTOeIGqLWVCdVCo2ZH1Iv/caUXapuLIkmOCfhdyJIdqTlYUjZAV06bq2QJB9zxxKQNOsxPkXf3JPx5E46hIe04yUrhSlpbPeJrP9E6ZfRpfjRk2qWMFoi1sZElSJtbCIszWhRE0tYF3KbjFVLG6l/tEeIXp960EPyMqj6M3o/5W5JNOgrrREWTep3ORH1NQC7LoegvarcXYTUi1hb1lITS6UpVJcR5ZjrNTKwHuJVyl5dmau2iF8Q5sdxZ/des9LHUG4V1iZn/e0DIyQeKPwlw0i/KV9VJ/x1yomYfplOTvlno7DWljEjP2H6PZWypNtKROfrQmVlflrUxUoWg1krtqBQ1CgMHHKSsJZb2N1RT6dR/oQmZGP2iAm8WtH58g6TrVJBha9uEtMdm8Z/578fjCnOwTfN2KPEZPOJlQY2sXOOHzJ6b8dB//INQsAJ4LRfx2CR3kP92bls/1iIvfHlAjr8YeqZfmPuqt+ROwR6mtDgiopafXFdWQ5JVsHCxuB0ZVUtwp7efcTLnT5K1Bawf+sidD3ijm3L4GuECujkwpI1JazbPfTHElfjVapYOqQ8dh1Hlydr+XD1J2sKhtJ68kAgj4Qk9BP/zUGZVcPVzM9iP7cROlEV649vYFX6++hpMOPnvne7DmwmbnVj/BaryNMmzcf97NV3HwoDKO3guCvy7DUN2B58C40DR10rzfi+MgNQJzwoc7N5A9QU5qVhFehgu5H2wnY4ETF42o5SG63TqhNMqDy1mHVN8uvIe0XJSqVtrj1DtrX2xvT5RJZCqiutERqxgp6W+yqTjn7XNkYz2tLtnNAP4jSlf1wbjTh0NotY1gl7K60HpIQUFKwSe8v/ZmEKJLsGST6GNyJmwXk0jl4fCElWwfj7GZCl+MmC6JJJOqasULUuistUbZoAP4XBvj2ewPI97e7Q4Oi2ZG1o3NkCRrZqe3WvdEWt2KI9pRtONal7JZfW5qQSz6jklyNtJJyrxAeN0cuvfvfi8UF6DQ7YgiD0PeKOZWRRO+tAv/Y9mUwgflaMlftwGW5O2tH51D2pBPGSiGmLBkXOZUKj4/iokC6mlyx1jsT+VwRPf26MXnZqXhczW8VvTH62sAGpzfezWcVqdg0wj5vxLsLqH+iNz2+rqia1WS9NIlD8TvwfagG9cle+KraKX5FA81t9HvvJou+3snc4UeI+W4218YHc+lqKFXDPXh07isU7EpgbukEnBtNVD8djuc28dCYI3qR9IcZp6I6DNGeOD5yg9KsJCqWJ3PyUiwAjXNSiNhjpCXOzpCgSm4O0BCZkS9nn81Fyby9MZ0x3hewDx0oa/BU741jjPcFZpWUkpp854MVPL6QyMVX+HzsKDpCbRRN96JmuLew/btVHkZNLcDZzSQTwgt2JdBv9mX5vVyru6iZb5aNl5bO3kbl69GCKsAoYDEAABT2SURBVDfcm9KsJPR36eR+E0Rfai0skveqqcmF6HLcWFM2XBjrtpipWiKW+7d7skRm5ONwykMMd7KSeOmuk2IyPkWQDm4sc5DL3aipBfLzMWDqZVkq9PbPsbpCqNdL9yY1uRCzVkHw+EKiphaQmlzIpqhInhyWL4uOSZfLvjO88e+viVx8hcyDU1A0O/L52FHy+6wpGy7334MnXJIrBP1dOgKy8mgPV8lZ/O9c/9gM2pqejKPBxjtrsjHYnElxamDKv+agrmikaLUfrudcZEJzYK5Q7xs84RJnDyTA3QLzOeJyO/uWPELzlA6GBFWS7FHGEKfruCgtzA0bikOfcAwJfjyw7Dd2Hk2l94FuSmcoUTVowA4B+eL9Bzi2M6XkaVRTFcz86SdsKMk4ORFNnQPJwy+jdTBSOsqLqytC6buyGYWxh+onQxn+zGn+HGyXT2lpuW3yFxq2gbl20pYfl3GlUs82JKiSujmhlEzR4lapRG2w4/NHB8qunr+cyHLt1Iw1E7uqU84etakKYtdU8tDRa/w44R6shUWUbB0si1blno6TF/m1qQqcQg2EvWX5X/8v8UWbp3TIxPKOUMFJnRh1nq9ODCMw1y7jVCWMqyRzCSKjOQQFYqmplasdSSJFKpkl6VDpdaSsaR86EMcVDVy9ECZ/18xVO+QsJWW/kq2D2X//Rl4dNVVWBPTOPk3F8mRW/mv7HRlTwh3fzgKSJtoBWXly8N5OUlcZ7ZgeFljgBLcaNhwfLgMcJGCI9N/2iUm0Pyn+rvNIH9k1QPqut0+kgf9uwjYI0rZDazdNK+3oRhffoeomPfAOHQr5FyG5YRmiPVF3WglbJk7g2k4PSqr9CPRvxXVkuVgndGgI9G9FnxeALa6DyNfasTuoWH98G49+l8m2MRtZ+NpsOie2ETynjZrx4Tg122gS5AaUPQpsjnauPP0xAz9/BWNYD1GbLXSEONHZS4mhj5V1I3dwr1MDQ7ct4MiU1cyc9BI1qS78Mns1w99bQK8jtbx+Yh/P/DqdqKkFlGwdTNTUAuozUnB86CZ6vRt+vu3oFqrkALTPbMJwNICNcz9h9scvybYOEggd/urNABmwbrm3TYYGgtCyTXCr4ZPzw1A0O8rl3e0KgLeXqtJQR1IiKF3Zj/ZwlbycV3cITaGQ5Xk4BAVSkR6O7ppVBq9Lmfv24JRA9RJiyn9zrawOcTvAoDQridTkQhlML6GHPp45AZXJikNrt0xlkz43IGeu26l4EqD+dkRRZEY+JVsFAEIur2+1CdK/b01P5uYgAUn0O93M1bkeBB9VyNYOUgtRvTeO8Jdb5JVYaVYSvfo2sjF2JwvDk5hVUioflNdfyfzvLnHX7PiUxmQd1kPevFVeIK8QutISidhjFGVJqIlykx9daYnornbLZdHLG76hdGU/LmXH07o1hLcSD9L8W8Bf8LhmR2rLfDEGm/E85ErFalcqnvZnZvEk+uw3MS1nDo+9cZLhodcwh/sR9N0NvC61EbWzE5fwdhwj21F1KxiXlEaf7bUkRFRT8ZKdHjcFfgXdBP0Eh1sSeCbmEY5MWU36vEy6/TSEb6tgcshQXOttdEf5olX2sC5lN6q4GFyuOLG6Ip/BEy7RXKLj/pgSPJdoqBnuTcnWwWSu2oHryHKWzt7G7I9fwr3CSueRPrhXWIU6XlwM9RkpOIUK8yDJn1MKXkO0JzP2H8IQ7Unu6TiOxrvj7Cb0Yc1asQMMzNcy4nK7HIBS6Sg97JJHisu+MwRk5aEY2EbI8jzcK6woBrYJIa6nwwGh2RN0TE97uDhgpF4xJrtFOGJ/J4yVXPadoWKcN2O8LxA8vlDeX84qKaVqSQpzHjlGw7RAWR93ziPHyDw4hYrH1XT7aYQj2a0gPFsTKusJ2YcOlBkm8NfBJekhbYqKZO3oHOozUrg/puSO3teQGiUSwsp+1GekyCZYCdMvM2P/IbIe2gn8pdwgZf/bRa670hJJTS7EZbk7T23PYHVFPgMc6yld2U/WGP471z82g3alJcpljUSpil3egrX0Orb7BjHny29lDqWUfeLPKzm8P0lYp6/sJ/tgSqrkr76TI1OYXDRm9Ho3+ofXUNbsjbHYA2V4Jz0djlwc8TGv1T1Ac48Lf/4Qi9/9tfg4d2C4v4Xdlaf4V8zDKFQqSj/rjblTjUOzmt8mruG5lAnYNWomH8plx+PDKHvGD4ubHZ8LCrYsW8u88BSuv5eMqkfBC08eoY+mkbWLJtMZoMTqpMDnD5MM5wNRlp2Yv5op415E2dWDotUgE6Xf6nWYOYOfkE96Cd8L3PH/EqRQIhNLg5j/OSSRNJB0OW4y5nWM9wXZi1T6PBIkMcqzidKV/WTisqRHJA2dTP5uZH25gaz6R+6QIJFMkQC5PM4IOC7/nFRBxPvUyWUlCByx68hyutIS2ZD1Ia+OmnoH5laa9ErEbWlCezupXRpkSYH7P6uOyP7VrI7Yw8Tz0+T7IH3e27G70r2RaILSFZCVx4jL7Ww4Plwu3SUKnfQZg8cX8umNU0SE1P13l7glWwfjma8hIFdMJBWtBtqHhOBa3YX5/TYcHq5k/NVG9j95H4pWA9cWhBKT3UJjso43F2/n45kTqBuqIXGUgPVlBByn3OzDor3P0PvV03Qe6YOnUzf2yQos25QoRjZiN/dwsOY8Y5PGYK2rZ961S6zvOwCXEx6UfB+F70UTFc8ISFv1SBv9Pmjk2su9CMy1k/LWGS5NieHqK+4onKzELmvh65M7mTjoCYpej8CtUnkHMPzX8ghcz7nQeU8XMQsbadvsRGOBP6ue2i7zFTdFRaKK7A0tbdSkx6I22GmJE/4g9h4VjvUOhC85LYMQ/qf4FdzZU0mAgdv5jbocN9kEV5bJTBU2enMyXsE+s0luDST+5u099eqKfMrNPmKK3OmB/usQvnwzi7G/zJY9TqSpbeeRPvJ+F4RO0ntvf878T2bK006HoED5dzlj/yEZNaSPVxH+nV7u0aVSVh+vwqXOzqR5R9lclHyH+xuILCftPq2FRXQe6cOCiGOyaFnu6TiUJgWzRh9lw/Hh8vt+8sLTXB8jJE+kjC4lBOneAjg3mghaWybWQQej6TnhI0/Fr85zZ27yCbJ3jcT7slXuuf+TKe4/NkCl3kqjtjDAr1Y+7cMOmWkPd5SJvLmn4zg8bi0vRz6AKrgXlus34EQw9QdD6Qi14fs76C7+9ctWG4QSunQy+sbcJNS9hUjXJr4+PwRUdvq900j2r1/z3LgXUXabUbQauLIkGIc2FXYlhB43o49zxKizY43oJmLSRWaVlLJs3TPYlQp6Hrzlkr05HpsKFHboCIYebyvqVhUWDxt2hR2Fq0UsvZuU6K5aZZfspnP+OPRrx1gpykD7RQ96f1nB+799x6sPTwSNo+wELa1GpAHL7Ze0xrg9K0rZTApEKVj/T8MMSfxMQhg56/+y1RtxuZ2tm0feEfhSH2YO97uDxeLQOwzL9Ruyk7cU7Lc/7NWP2RiWcO1/ZbuWZ5N5/Q0xa5AylM3NiouuS36d1RX5LAxP4v90SVWFV6FCPoykLPo/1zMg8LwnL8XiouuSV1LSKqt6b5w8TIvJbqHhXh2T5x7lxwn3yIeRdEjcXl1siork+nvJrHpqO+MiLvz3ErYB6icEEfaFDfcfLBT4hcJcF5x+dcFtz1kcPf3pl1ZO9eJIsKrJ1iejn+BN63ANXnsbUB1yoHmoD36DG9AuvkTjk9GEDK5HFd1NRZ0/jRf8Kfg2nvTpxyleE0+x2psr3b6oKzXYHBR0hXjy/a4kGmf14LW3hWW/HeDPsa40PepL8Akb+z7/kN6DSjlp602P3hnvQzXkVj9Kx1gDHb6gdrRSczKUwRMvc03thTHMgiaoi95TL5K0sgHlTCO+R+rxPdXDzRQP/M7bSFt+nO50H4p+FULS1Dix4vkcfmqIxTWsg6rYAOq8tLSPUNPSGEBnoBJNhwrHYifU12ooXhOG9/46VHEx2JvECR6/tI2Gw6E4TmjE+EYvblQFoTW5Ym/Sc2NmCPvS1nPgxnj0j4bR42EnffpxzvYMw6WgWuwaFaHULVZhbncWv4/vW6hIc6ZB6YyDuQ95Qf4EZhRQvTcO38A2LJ3RdPfv4eG5RZScE4CBDVkfsl3xNC6HLwPwTZ/HiFjbhU3jQvv9oficbcHxfCmhn9/Eccx1DNk9rK7I5/S/7BiyBbBjbM4Vctui0U7XcPB6PNo8J3TJTbSW6eQg7/tQGbWTw+R/Iz9HGSm0PBKCMr0M3dFqXAqqMfcN5sbMEFL6lWLI7sHcN5iA938HQH2tRoiVne6NU7Mz3ksv4KRy4+wSOyXau1H2CiTh0VLcxhhoUDqj/eQqkRva8Hc0ULK0gws/JfNi3hm+b06mV3wjDuvdiR9bxv5+voLEMLGM3OpHmTYh5b9XNAzECa+PV2GMNKJodiT832auj3eg7/IKLPUNjL/ayN6+fiT9YSb/Zm+qWz0IHl+I4q44em2opHGijheOnWDBuSeJXtGNIVpoHEl+JbdPO1OTC7l8sxcAJouKzg4n7HoN0QlVGC1qGn8JRDOkmfZyTzY9vpklS6dj1YD/iVrsjmrivi7jz8F2VN46LLGhKI1mro91x6/AxrT397ElcwyNg9W8l76Nd1c+g00NRh8FiybvYff4B4Td4q4E2RBWKiMDc+003KNEHdMue7Q0x6r+v/bONSjK6w7jvxd2BbkssBBgVuRiAIMoo6RMxAuhTtVM6zQSbRtiJG3qGDHWlNAqY6ugbTqxSsEm4uTiZEpjWitekpjQtI1DY1XUqbUKBCIg92uR+23J7vbDm3Ncmpl+a+dl5vw+7rDLmZ193nPO/zzn+WOtdVBaXIivh8bmucvlU18scd2PAl5KepecikwSiofYeu4DWQUVAVvu0ZPiWMLD15eSmo94PvmbOOfpxbnWPP3y/BvpaTJOVOxlb5xcNO1+Z+G6t8kvyWIk0imXiO7jyr5TLz/Hcq2VmoI5xB+fpCkHDiafkeMRS8re7FR8u/TGvFFbO6n7aby0+rkf7QByFfGfEZxiRgakAUT8zty/t5eS3pVGg6HMpZgmXLLye6ipUu6V3eNB80uy8JxwYcnopOeijV9klfKPsSiubE9Bu3ST0T/OI+D7E9T+KJLYpDY8d/rOfKNCz1c8mLQ6ifmNxoNlE3h1j6DZNTo2PEjPjmWc7kjWn7TbU7D5DjLnV2Y8LRYKTpXStcpB7QErRTlP4ZzSA6Fyf3mCng3+8lwvLbWaoGpN3pIfmzSzMKSTh8Pb8J5tR3NC8ydRPBlxnehzfSwOa8cVbOfNrjSs56rw3tgN9inw0LjYpd/Grz8agbmjn9FIP3w6NbpTPNhfsR6PKRfRZ/rIqcjENO7C4a0RcWGM/RXrcfrMoqJ6vt4z5Kqd2KQ2OT6fs1dZvqpKpr37nL1K1Ht9+OxoZ1vUCr772LO80nwJ0GcqYUYXVd2IDfqBuzbLoXfm2rWJoGpNFmkmWvwp3LWJfY03+PnBzdQXLWVTbRu9mUlk/TCXsA+m6Fzhz7Z3zgJ6SLXoLyOOXYQB3XUzAOvX2ylc9zaHG9ZgHtZbXsw5XsWhpkpicyqndWoTRxGhp4dJX1RL62o/Yg675NiOtaTTviZYn52PXcH1XC+zyy28/PcP5a2Xww1rpFGh+YCJ4fhA+rakypso7rbA8KLL3Bl4gI6lw5TVL5bjEEv6tNRqIjZU8/r6b+D/2QDZd+qZDNQ1FF50GVulv0wSzL5Tz42Tiwg73kHu+afZv72Uya8NEWPpY+7PLpNfksWFghXcS5gtr0qGnh7W20D4Dn5pK/LfMOwMappj4+6z0Uxa7z+FRcL5x+m/Zu2JHxN74h7OV0aYKLThNGv0PzOCLUPfa5nmRtBUHEDkASeNGwOxLOljYUgnt99cSH+i/q/SUqulNVDsodwT50ZTxnCMm/AYMuH0cmIe8KTsqSLWv/8Ctr9C6M5GGk7HkZx5m6aCh/Dqm6Au24uQ0CGKF/yevNxsHshpZCLDQf2rc4nNH8HxWYP8fM/E+TQ9EUx0SS3tWQ9Ni9UUVUgRXSn2fGf3rr5vymiPJGrf56S8U8WFghWUFhey5XsvYA8w4XquF0uuedqMIpIIhMleFIO8NQc19jDmmf8lO4WJ70IUtsRrYqZ1T2cXq5munGWEr2uh63ykHJ/YR0+06HclRaSmmHmFeaAn1Yp51EXQrX5qd/liCxuQwdyWXDPta4KlEd7d0uk+84vkCTE+Ya2TEZ5fvNc9UjR2dw31Bxdw8ehrAKy13Rfv/5IZb1Q41KQXLzYfeVG/aV/eTP22KOJWNrEqpI55Xj3kl2TJknxrXhwrj1RS0RPHrNXN0tpWu9uX+COTtO6BiMBBGrpDeHz+LT79qh+OoaFpRRD3Qkvr3mV646MFQ3JJ7NfiwfBifcntMaXhHTeI6c+BOL3g0U3XMWsOqrcmoDlcxLzRSF1eInefMBEa00dQnomWfE9Kk9+ietLG71IS0EwmsIXKuM3onf2y1Z/4UYlD8udX/0m6g+yPpdCy1pON6ZWUVSyVxwjuhgJxZikEInJeu75IUKjbEsSJx49SPpzEqbJHiT7Tx1DhFIHe49zts8rZTghAGEeE79a9hYT425W3Jnjr43T8WjykQIFph/cKnRkv0Na9y4i4MMapk8f4TsZWXNf1/YN4MoYXXca1fDFLXr3J+cZEubc5FheLIz2ZySCzdKu4gu0k7Grn865u/Xb/PzX2/OS37P7DZqI+HEe7pEepuFf1xL7Dvbo5lvEIPjvaaRsIkFGQn1xJxBp3j/4hH2zBg7TXhBH9/pQexPzMCGMPRxGzr5bmffMZz+kn8Ns9aLPMYDLx8tX3ePL4i9gtLoJvw6xhJ5ZrrfpeJef+Hc57T48wu9zCoi1V05wxipnLjBfoWMYj+P2lBi3SBl29DKfFyWY4cde9KP/bEtmzAyC38lt4+9hlgxqX1U7Cni7ZcvzTHwQQv+0aH3XoYjw36jfNq6lQ/D+ZcQJVKBRfxrBVXIVCoQSqUBgaJVCFwsAogSoUBkYJVKEwMEqgCoWBUQJVKAyMEqhCYWCUQBUKA6MEqlAYGCVQhcLAKIEqFAZGCVShMDBKoAqFgVECVSgMjBKoQmFglEAVCgOjBKpQGBglUIXCwCiBKhQGRglUoTAw/wZxwOWt6ZY5PwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x28b0bb169e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.axis('off')\n",
    "plt.imshow(aspect)\n",
    "plt.savefig(r'F:\\python林业资源\\出图/坡向.png',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
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